{"id":191875,"date":"2014-12-09T00:00:00","date_gmt":"2015-02-06T10:11:57","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/nips-spotlight-session-2-large-scale-learning-spotlights\/"},"modified":"2025-08-04T20:46:46","modified_gmt":"2025-08-05T03:46:46","slug":"nips-spotlight-session-2-large-scale-learning-spotlights","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/nips-spotlight-session-2-large-scale-learning-spotlights\/","title":{"rendered":"NIPS: Spotlight Session 2 &#8211; Large Scale Learning Spotlights"},"content":{"rendered":"<div class=\"asset-content\">\n<p>G. Bresler, G. Chen, D. Shah<br \/>\nA Latent Source Model for Online Collaborative Filtering\n<\/p>\n<p>S. Lim, Y. Chen, H. Xu<br \/>\nClustering from Labels and Time-Varying Graphs\n<\/p>\n<p>W. Liu, C. Mu, S. Kumar, S. Chang<br \/>\nDiscrete Graph Hashing\n<\/p>\n<p>W. Chen, Z. Wang, J. Zhou<br \/>\nLarge-scale L-BFGS using MapReduce\n<\/p>\n<p>G. Liu, P. Li<br \/>\nRecovery of Coherent Data via Low-Rank Dictionary Pursuit\n<\/p>\n<p>A. Benson, J. Lee, B. Rajwa, D. Gleich<br \/>\nScalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>G. Bresler, G. Chen, D. Shah A Latent Source Model for Online Collaborative Filtering S. Lim, Y. Chen, H. Xu Clustering from Labels and Time-Varying Graphs W. Liu, C. Mu, S. Kumar, S. Chang Discrete Graph Hashing W. Chen, Z. Wang, J. Zhou Large-scale L-BFGS using MapReduce G. Liu, P. Li Recovery of Coherent Data [&hellip;]<\/p>\n","protected":false},"featured_media":198837,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_hide_image_in_river":null,"footnotes":""},"research-area":[13556],"msr-video-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-session-type":[],"msr-impact-theme":[],"msr-pillar":[],"msr-episode":[],"msr-research-theme":[],"class_list":["post-191875","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/ThlY6MDp6qI","msr_secondary_video_url":"","msr_video_file":"http:\/\/0","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/191875","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/191875\/revisions"}],"predecessor-version":[{"id":1146591,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/191875\/revisions\/1146591"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/198837"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=191875"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=191875"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=191875"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=191875"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=191875"},{"taxonomy":"msr-session-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-session-type?post=191875"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=191875"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=191875"},{"taxonomy":"msr-episode","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-episode?post=191875"},{"taxonomy":"msr-research-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-theme?post=191875"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}