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Spotlight
Thu Dec 06 12:30 PM -- 12:35 PM (PST) @ Room 220 CD
Robust Subspace Approximation in a Stream
Roie Levin · Anish Prasad Sevekari · David Woodruff
Spotlight
Thu Dec 06 12:35 PM -- 12:40 PM (PST) @ Room 220 CD
Efficient nonmyopic batch active search
Shali Jiang · Gustavo Malkomes · Matthew Abbott · Benjamin Moseley · Roman Garnett
Spotlight
Thu Dec 06 12:40 PM -- 12:45 PM (PST) @ Room 220 CD
Interactive Structure Learning with Structural Query-by-Committee
Christopher Tosh · Sanjoy Dasgupta
Spotlight
Thu Dec 06 12:45 PM -- 12:50 PM (PST) @ Room 220 CD
Contour location via entropy reduction leveraging multiple information sources
Alexandre Marques · Remi Lam · Karen Willcox
Oral
Thu Dec 06 12:50 PM -- 01:05 PM (PST) @ Room 220 CD
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
Jacob Buckman · Danijar Hafner · George Tucker · Eugene Brevdo · Honglak Lee
Spotlight
Thu Dec 06 01:05 PM -- 01:10 PM (PST) @ Room 220 CD
Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes
Andrea Tirinzoni · Marek Petrik · Xiangli Chen · Brian Ziebart
Spotlight
Thu Dec 06 01:10 PM -- 01:15 PM (PST) @ Room 220 CD
Learning convex bounds for linear quadratic control policy synthesis
Jack Umenberger · Thomas Schön
Spotlight
Thu Dec 06 01:15 PM -- 01:20 PM (PST) @ Room 220 CD
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning
Yonathan Efroni · Gal Dalal · Bruno Scherrer · Shie Mannor
Spotlight
Thu Dec 06 01:20 PM -- 01:25 PM (PST) @ Room 220 CD
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
Kurtland Chua · Roberto Calandra · Rowan McAllister · Sergey Levine
Oral
Thu Dec 06 01:25 PM -- 01:40 PM (PST) @ Room 220 CD
Non-delusional Q-learning and value-iteration
Tyler Lu · Dale Schuurmans · Craig Boutilier
Spotlight
Thu Dec 06 01:40 PM -- 01:45 PM (PST) @ Room 220 CD
Bilevel learning of the Group Lasso structure
Jordan Frecon · Saverio Salzo · Massimiliano Pontil
Spotlight
Thu Dec 06 01:45 PM -- 01:50 PM (PST) @ Room 220 CD
Binary Classification from Positive-Confidence Data
Takashi Ishida · Gang Niu · Masashi Sugiyama
Spotlight
Thu Dec 06 01:50 PM -- 01:55 PM (PST) @ Room 220 CD
Fully Understanding The Hashing Trick
Casper B. Freksen · Lior Kamma · Kasper Green Larsen
Spotlight
Thu Dec 06 01:55 PM -- 02:00 PM (PST) @ Room 220 CD
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
Raghav Somani · Chirag Gupta · Prateek Jain · Praneeth Netrapalli