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08/17/2023
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees
We consider monotone variational inequality (VI) problems in multi-GPU s...
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09/22/2022
Proximal Point Imitation Learning
This work develops new algorithms with rigorous efficiency guarantees fo...
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12/14/2021
Filling gaps in trustworthy development of AI
The range of application of artificial intelligence (AI) is vast, as is ...
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04/15/2020