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Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT) @ Virtual
Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders
In Poster Session 29
Ioana Bica · Ahmed Alaa · Mihaela van der Schaar
[ Slides] 
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT)
Agent57: Outperforming the Atari Human Benchmark
In Poster Session 29
Adrià Puigdomenech Badia · Bilal Piot · Steven Kapturowski · Pablo Sprechmann · Oleksandr Vitvitskyi · Zhaohan Guo · Charles Blundell
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT) @ Virtual
Haar Graph Pooling
In Poster Session 29
Yuguang Wang · Ming Li · Zheng Ma · Guido Montufar · Xiaosheng Zhuang · Yanan Fan
[ Slides] 
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 04:00 AM -- 04:45 AM (PDT)
DINO: Distributed Newton-Type Optimization Method
In Poster Session 29
Rixon Crane · Fred Roosta
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT) @ Virtual
MetaFun: Meta-Learning with Iterative Functional Updates
In Poster Session 29
Jin Xu · Jean-Francois Ton · Hyunjik Kim · Adam Kosiorek · Yee-Whye Teh
[ Slides] 
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT)
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction
In Poster Session 29
Vlad Niculae · Andre Filipe Torres Martins
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT)
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning
In Poster Session 29
Sung Whan Yoon · Do-Yeon Kim · Jun Seo · Jaekyun Moon
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 02:00 AM -- 02:45 AM (PDT)
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks
In Poster Session 29
Chengcheng Wan · Henry (Hank) Hoffmann · Shan Lu · Michael Maire
Poster
Wed Jul 15 03:00 PM -- 03:45 PM & Thu Jul 16 04:00 AM -- 04:45 AM (PDT)
Statistically Efficient Off-Policy Policy Gradients
In Poster Session 29
Nathan Kallus · Masatoshi Uehara