{"id":191913,"date":"2014-12-10T00:00:00","date_gmt":"2015-02-06T13:39:27","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/nips-spotlight-session-6-learning-theory-spotlights\/"},"modified":"2025-08-04T20:42:47","modified_gmt":"2025-08-05T03:42:47","slug":"nips-spotlight-session-6-learning-theory-spotlights","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/nips-spotlight-session-6-learning-theory-spotlights\/","title":{"rendered":"NIPS: Spotlight Session 6 &#8211; Learning Theory Spotlights"},"content":{"rendered":"<div class=\"asset-content\">\n<p>C. Zhang, K. Chaudhuri<br \/>\nBeyond Disagreement-Based Agnostic Active Learning\n<\/p>\n<p>A. Sani, G. Neu, A. Lazaric<br \/>\nExploiting easy data in online optimization\n<\/p>\n<p>P. Awasthi, A. Blum, O. Sheffet, A. Vijayaraghavan<br \/>\nLearning Mixtures of Ranking Models\n<\/p>\n<p>M. Mohri, A. Munoz<br \/>\nOptimal Regret Minimization in Posted-Price Auctions with Strategic Buyers\n<\/p>\n<p>K. Chaudhuri, S. Dasgupta<br \/>\nRates of Convergence for Nearest Neighbor Classification\n<\/p>\n<p>M. Derezinski, M. Warmuth<br \/>\nThe limits of squared Euclidean distance regularization <\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>C. Zhang, K. Chaudhuri Beyond Disagreement-Based Agnostic Active Learning A. Sani, G. Neu, A. Lazaric Exploiting easy data in online optimization P. Awasthi, A. Blum, O. Sheffet, A. Vijayaraghavan Learning Mixtures of Ranking Models M. Mohri, A. Munoz Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers K. Chaudhuri, S. Dasgupta Rates of Convergence for [&hellip;]<\/p>\n","protected":false},"featured_media":198856,"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-191913","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\/Dl9BCx-mvF8","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\/191913","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\/191913\/revisions"}],"predecessor-version":[{"id":1146586,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/191913\/revisions\/1146586"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/198856"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=191913"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=191913"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=191913"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=191913"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=191913"},{"taxonomy":"msr-session-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-session-type?post=191913"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=191913"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=191913"},{"taxonomy":"msr-episode","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-episode?post=191913"},{"taxonomy":"msr-research-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-research-theme?post=191913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}