32 citations · 55 across the 10 of their papers we have counts for
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cs.LG2022★ 3 cited
First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains
Kefan Dong, Tengyu Ma
Real-world machine learning applications often involve deploying neural networks to domains that are not seen in the training time. Hence, we need to understand the extrapolation o…
cs.LG2022★ 1 cited
Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
Kefan Dong, Tengyu Ma
Past research on interactive decision making problems (bandits, reinforcement learning, etc.) mostly focuses on the minimax regret that measures the algorithm's performance on the…