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20182022
most citedNeural Additive Models: Interpretable Machine Learning with Neural Nets

121 citations · 295 across the 15 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 43 cited

Policy Poisoning in Batch Reinforcement Learning and Control

Yuzhe Ma, Xuezhou Zhang, Wen Sun +1

We study a security threat to batch reinforcement learning and control where the attacker aims to poison the learned policy. The victim is a reinforcement learner / controller whic…

cs.LG2019★ 18 cited

Online Data Poisoning Attack

Xuezhou Zhang, Xiaojin Zhu, Laurent Lessard

We study data poisoning attacks in the online setting where training items arrive sequentially, and the attacker may perturb the current item to manipulate online learning. Importa…