{"id":361979,"date":"2017-03-07T02:46:04","date_gmt":"2017-03-07T10:46:04","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-event&#038;p=361979"},"modified":"2025-08-06T11:58:00","modified_gmt":"2025-08-06T18:58:00","slug":"artificial-intelligence-and-machine-learning-in-cambridge-2017","status":"publish","type":"msr-event","link":"https:\/\/www.microsoft.com\/en-us\/research\/event\/artificial-intelligence-and-machine-learning-in-cambridge-2017\/","title":{"rendered":"Artificial Intelligence and Machine Learning in Cambridge 2017"},"content":{"rendered":"\n\n<h3><\/h3>\n<p><span lang=\"EN-US\">\u00a0<\/span><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<h3>Description<\/h3>\n<p>Cambridge and the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" target=\"_blank\" href=\"http:\/\/en.wikipedia.org\/wiki\/Silicon_Fen\">silicon fens<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> have a large machine learning community across the university and many small and larger Cambridge companies.<\/p>\n<p>This academic workshop aims to connect this community better and to learn from each other about interesting research and applications in the broad machine learning spectrum.<\/p>\n<h3>Attendance and Registration<\/h3>\n<p>Please note registration for this event has now closed.<\/p>\n<h3>Organizers:<\/h3>\n<p>Sebastian Nowozin, Microsoft Research Cambridge<\/p>\n<p>Miguel Hernandez-Lobato, University of Cambridge<\/p>\n<p>Zoubin Ghahramani, University of Cambridge<\/p>\n<p><span lang=\"EN-US\">\u00a0<\/span><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<table class=\"msr-table-schedule\" style=\"border-collapse: collapse;border-spacing: inherit\">\n<thead class=\"thead\">\n<tr class=\"tr\">\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Time<\/th>\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Title<\/th>\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Speaker<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"tbody\">\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">9:15 &#8211; 9:45<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Registration & Welcome tea\/coffee<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">9:45 &#8211; 10:05<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning to Code: Machine Learning for Program Induction<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Alex Gaunt<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:05 &#8211; 10:25<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning Program Representations: Symbols to Vectors to Semantics<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/t-mialla\/\">Miltos Allamanis<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:25 &#8211; 10:45<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">TBD<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ryoto\/\">Ryota Tomioka<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:45 &#8211; 11:05<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">From GANs to Variational Divergence Minimization<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/senowozi\/\">Sebastian Nowozin<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:05 &#8211; 11:30<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:30 &#8211; 11:50<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Automatic Discovery of the Statistical Types of Variables in a Dataset<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Isabel Valera<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:50 &#8211; 12:10<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Approximate Inference with Amortised MCMC<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Yingzhen Li<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">12:10 &#8211; 12:30<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Automatic Statistician: a project update<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Zoubin Ghahramani<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">12:30 &#8211; 12:50<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Supervised Word Mover&#8217;s Distance<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Matt Kusner<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">1:00 &#8211; 2:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Lunch<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:00 &#8211; 2:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Jose Miguel Hernandez Lobato<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:20 &#8211; 2:40<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Bayesian optimisation in many dimensions with bespoke models<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Adrian Weller<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:40 &#8211; 3:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Grammar Variational Autoencoder<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Brooks Paige<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">3:00 &#8211; 3:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Invertible Transformations for Bayesian Neural Network Inference<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Amar Shah<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">3:20 &#8211; 4:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:00 &#8211; 4:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">AI for Healthcare<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/cmbishop\/\">Chris Bishop<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:20 &#8211; 4:40<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Project Alexandria: a web scale probabilistic program for unsupervised knowledge base construction<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jwinn\/\">John Winn<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:40 &#8211; 5:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Malmo Collaborative AI Challenge<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This academic workshop aims to connect this community better and to learn from each other about interesting research and applications in the broad machine learning spectrum.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_startdate":"2017-03-28","msr_enddate":"2017-03-28","msr_location":"Microsoft Research Cambridge UK","msr_expirationdate":"","msr_event_recording_link":"","msr_event_link":"","msr_event_link_redirect":false,"msr_event_time":"09:00-17:00","msr_hide_region":true,"msr_private_event":false,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[13556],"msr-region":[239178],"msr-event-type":[197944],"msr-video-type":[],"msr-locale":[268875],"msr-program-audience":[],"msr-post-option":[],"msr-impact-theme":[],"class_list":["post-361979","msr-event","type-msr-event","status-publish","hentry","msr-research-area-artificial-intelligence","msr-region-europe","msr-event-type-hosted-by-microsoft","msr-locale-en_us"],"msr_about":"<!-- wp:msr\/event-details {\"title\":\"Artificial Intelligence and Machine Learning in Cambridge 2017\",\"backgroundColor\":\"grey\"} \/-->\n\n<!-- wp:msr\/content-tabs --><!-- wp:msr\/content-tab {\"title\":\"About\"} --><!-- wp:freeform --><h3><\/h3>\n<p><span lang=\"EN-US\">\u00a0<\/span><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<h3>Description<\/h3>\n<p>Cambridge and the <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" target=\"_blank\" href=\"http:\/\/en.wikipedia.org\/wiki\/Silicon_Fen\">silicon fens<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> have a large machine learning community across the university and many small and larger Cambridge companies.<\/p>\n<p>This academic workshop aims to connect this community better and to learn from each other about interesting research and applications in the broad machine learning spectrum.<\/p>\n<h3>Attendance and Registration<\/h3>\n<p>Please note registration for this event has now closed.<\/p>\n<h3>Organizers:<\/h3>\n<p>Sebastian Nowozin, Microsoft Research Cambridge<\/p>\n<p>Miguel Hernandez-Lobato, University of Cambridge<\/p>\n<p>Zoubin Ghahramani, University of Cambridge<\/p>\n<p><span lang=\"EN-US\">\u00a0<\/span><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- wp:msr\/content-tab {\"title\":\"Agenda\"} --><!-- wp:freeform --><table class=\"msr-table-schedule\" style=\"border-collapse: collapse;border-spacing: inherit\">\n<thead class=\"thead\">\n<tr class=\"tr\">\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Time<\/th>\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Title<\/th>\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Speaker<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"tbody\">\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">9:15 &#8211; 9:45<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Registration &amp; Welcome tea\/coffee<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">9:45 &#8211; 10:05<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning to Code: Machine Learning for Program Induction<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Alex Gaunt<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:05 &#8211; 10:25<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning Program Representations: Symbols to Vectors to Semantics<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/t-mialla\/\">Miltos Allamanis<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:25 &#8211; 10:45<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">TBD<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ryoto\/\">Ryota Tomioka<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">10:45 &#8211; 11:05<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">From GANs to Variational Divergence Minimization<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/senowozi\/\">Sebastian Nowozin<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:05 &#8211; 11:30<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:30 &#8211; 11:50<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Automatic Discovery of the Statistical Types of Variables in a Dataset<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Isabel Valera<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">11:50 &#8211; 12:10<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Approximate Inference with Amortised MCMC<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Yingzhen Li<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">12:10 &#8211; 12:30<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Automatic Statistician: a project update<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Zoubin Ghahramani<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">12:30 &#8211; 12:50<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Supervised Word Mover&#8217;s Distance<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Matt Kusner<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">1:00 &#8211; 2:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Lunch<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:00 &#8211; 2:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Jose Miguel Hernandez Lobato<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:20 &#8211; 2:40<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Bayesian optimisation in many dimensions with bespoke models<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Adrian Weller<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">2:40 &#8211; 3:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Grammar Variational Autoencoder<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Brooks Paige<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">3:00 &#8211; 3:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Invertible Transformations for Bayesian Neural Network Inference<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Amar Shah<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">3:20 &#8211; 4:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:00 &#8211; 4:20<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">AI for Healthcare<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/cmbishop\/\">Chris Bishop<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:20 &#8211; 4:40<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">Project Alexandria: a web scale probabilistic program for unsupervised knowledge base construction<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jwinn\/\">John Winn<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<tr class=\"tr\">\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">4:40 &#8211; 5:00<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\">The Malmo Collaborative AI Challenge<\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\">\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a><\/div>\n<\/td>\n<td style=\"padding: inherit;border: inherit\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span id=\"label-external-link\" class=\"sr-only\" aria-hidden=\"true\">Opens in a new tab<\/span><\/p>\n<!-- \/wp:freeform --><!-- \/wp:msr\/content-tab --><!-- \/wp:msr\/content-tabs -->","tab-content":[{"id":0,"name":"About","content":"<h3>Description<\/h3>\r\nCambridge and the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Silicon_Fen\">silicon fens<\/a> have a large machine learning community across the university and many small and larger Cambridge companies.\r\n\r\nThis academic workshop aims to connect this community better and to learn from each other about interesting research and applications in the broad machine learning spectrum.\r\n<h3>Attendance and Registration<\/h3>\r\nPlease note registration for this event has now closed.\r\n<h3>Organizers:<\/h3>\r\nSebastian Nowozin, Microsoft Research Cambridge\r\n\r\nMiguel Hernandez-Lobato, University of Cambridge\r\n\r\nZoubin Ghahramani, University of Cambridge\r\n\r\n<span lang=\"EN-US\">\u00a0<\/span>"},{"id":1,"name":"Agenda","content":"<table class=\"msr-table-schedule\" style=\"border-collapse: collapse;border-spacing: inherit\">\r\n<thead class=\"thead\">\r\n<tr class=\"tr\">\r\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Time<\/th>\r\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Title<\/th>\r\n<th class=\"th\" style=\"padding: inherit;border: inherit\">Speaker<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody class=\"tbody\">\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">9:15 - 9:45<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><strong>Registration &amp; Welcome tea\/coffee<\/strong><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">9:45 - 10:05<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Learning to Code: Machine Learning for Program Induction<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Alex Gaunt<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">10:05 - 10:25<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Learning Program Representations: Symbols to Vectors to Semantics<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/t-mialla\/\">Miltos Allamanis<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">10:25 - 10:45<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">TBD<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/ryoto\/\">Ryota Tomioka<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">10:45 - 11:05<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">From GANs to Variational Divergence Minimization<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/senowozi\/\">Sebastian Nowozin<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">11:05 - 11:30<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">11:30 - 11:50<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Automatic Discovery of the Statistical Types of Variables in a Dataset<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Isabel Valera<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">11:50 - 12:10<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Approximate Inference with Amortised MCMC<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Yingzhen Li<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">12:10 - 12:30<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">The Automatic Statistician: a project update<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Zoubin Ghahramani<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">12:30 - 12:50<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">The Supervised Word Mover's Distance<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Matt Kusner<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">1:00 - 2:00<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><strong>Lunch<\/strong><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">2:00 - 2:20<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Jose Miguel Hernandez Lobato<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">2:20 - 2:40<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Bayesian optimisation in many dimensions with bespoke models<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Adrian Weller<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">2:40 - 3:00<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Grammar Variational Autoencoder<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Brooks Paige<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">3:00 - 3:20<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Invertible Transformations for Bayesian Neural Network Inference<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Amar Shah<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">3:20 - 4:00<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><strong>Coffee break<\/strong><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">4:00 - 4:20<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">AI for Healthcare<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/cmbishop\/\">Chris Bishop<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">4:20 - 4:40<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">Project Alexandria: a web scale probabilistic program for unsupervised knowledge base construction<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jwinn\/\">John Winn<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<tr class=\"tr\">\r\n<td class=\"td-1-4\" style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">4:40 - 5:00<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\">The Malmo Collaborative AI Challenge<\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\">\r\n<div class=\"msr-table-schedule-cell\"><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/kahofman\/\">Katja Hofmann<\/a><\/div><\/td>\r\n<td style=\"padding: inherit;border: inherit\"><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>"}],"msr_startdate":"2017-03-28","msr_enddate":"2017-03-28","msr_event_time":"09:00-17:00","msr_location":"Microsoft Research Cambridge UK","msr_event_link":"","msr_event_recording_link":"","msr_startdate_formatted":"March 28, 2017","msr_register_text":"Watch 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