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33 Results

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Poster
Mon 9:00 Causal meets Submodular: Subset Selection with Directed Information
Yuxun Zhou · Costas J Spanos
Poster
Wed 9:00 Local Minimax Complexity of Stochastic Convex Optimization
sabyasachi chatterjee · John Duchi · John Lafferty · Yuancheng Zhu
Poster
Wed 9:00 Unifying Count-Based Exploration and Intrinsic Motivation
Marc Bellemare · Sriram Srinivasan · Georg Ostrovski · Tom Schaul · David Saxton · Remi Munos
Poster
Tue 9:00 Simple and Efficient Weighted Minwise Hashing
Anshumali Shrivastava
Poster
Mon 9:00 More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning
Xinyang Yi · Zhaoran Wang · Zhuoran Yang · Constantine Caramanis · Han Liu
Poster
Tue 9:00 Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes
Chris Junchi Li · Zhaoran Wang · Han Liu
Poster
Tue 9:00 Efficient state-space modularization for planning: theory, behavioral and neural signatures
Daniel McNamee · Daniel M Wolpert · Mate Lengyel
Poster
Tue 9:00 Neural Universal Discrete Denoiser
Taesup Moon · Seonwoo Min · Byunghan Lee · Sungroh Yoon
Poster
Tue 9:00 VIME: Variational Information Maximizing Exploration
Rein Houthooft · Xi Chen · Peter Chen · Yan Duan · John Schulman · Filip De Turck · Pieter Abbeel
Workshop
Thu 23:00 Imperfect Decision Makers: Admitting Real-World Rationality
Miroslav Karny · David H Wolpert · David Rios Insua · Tatiana V. Guy
Poster
Tue 9:00 Agnostic Estimation for Misspecified Phase Retrieval Models
Matey Neykov · Zhaoran Wang · Han Liu
Poster
Mon 9:00 Optimal Cluster Recovery in the Labeled Stochastic Block Model
Se-Young Yun · Alexandre Proutiere