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08/08/2023
Meta-Learning Operators to Optimality from Multi-Task Non-IID Data
A powerful concept behind much of the recent progress in machine learnin...
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05/30/2022
TaSIL: Taylor Series Imitation Learning
We propose Taylor Series Imitation Learning (TaSIL), a simple augmentati...
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12/20/2021
Adversarially Robust Stability Certificates can be Sample-Efficient
Motivated by bridging the simulation to reality gap in the context of sa...
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03/25/2021