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Poster
Tue 8:00 NADS: Neural Architecture Distribution Search for Uncertainty Awareness
Randy Ardywibowo · Shahin Boluki · Xinyu Gong · Zhangyang “Atlas” Wang · Xiaoning Qian
Poster
Wed 10:00 AdaScale SGD: A User-Friendly Algorithm for Distributed Training
Tyler Johnson · Pulkit Agrawal · Haijie Gu · Carlos Guestrin
Poster
Wed 5:00 Moniqua: Modulo Quantized Communication in Decentralized SGD
Yucheng Lu · Christopher De Sa
Workshop
Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling
Russell Mendonca
Workshop
(#15 / Sess. 2) Learning Distributed Representations of Graphs with Geo2DR
Paul Scherer
Poster
Tue 8:00 Distributed Online Optimization over a Heterogeneous Network
Nima Eshraghi · Ben Liang
Poster
Thu 17:00 Projection-free Distributed Online Convex Optimization with $O(\sqrt{T})$ Communication Complexity
Yuanyu Wan · Wei-Wei Tu · Lijun Zhang
Poster
Wed 8:00 On Coresets for Regularized Regression
Rachit Chhaya · Supratim Shit · Anirban Dasgupta
Poster
Wed 15:00 DINO: Distributed Newton-Type Optimization Method
Rixon Crane · Fred Roosta
Poster
Wed 10:00 Can Autonomous Vehicles Identify, Recover From, and Adapt to Distribution Shifts?
Angelos Filos · Panagiotis Tigas · Rowan McAllister · Nicholas Rhinehart · Sergey Levine · Yarin Gal
Poster
Tue 7:00 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
Nian Si · Fan Zhang · Zhengyuan Zhou · Jose Blanchet
Poster
Tue 10:00 Optimal Robust Learning of Discrete Distributions from Batches
Ayush Jain · Alon Orlitsky