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