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An Optimal Control Approach to Sequential Machine Teaching.

, , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2495-2503. PMLR, (2019)

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Online Data Poisoning Attack., and . CoRR, (2019)Teacher Improves Learning by Selecting a Training Subset., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1366-1375. PMLR, (2018)Training Set Debugging Using Trusted Items., , and . AAAI, page 4482-4489. AAAI Press, (2018)Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization., , , , , , and . NeurIPS, (2022)Task-agnostic Exploration in Reinforcement Learning., , and . NeurIPS, (2020)Online Data Poisoning Attacks., , and . L4DC, volume 120 of Proceedings of Machine Learning Research, page 201-210. PMLR, (2020)Neural Additive Models: Interpretable Machine Learning with Neural Nets., , , , , , and . NeurIPS, page 4699-4711. (2021)Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks., , and . NeurIPS, (2022)Adaptive Reward-Poisoning Attacks against Reinforcement Learning., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 11225-11234. PMLR, (2020)Byzantine-Robust Online and Offline Distributed Reinforcement Learning., , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 3230-3269. PMLR, (2023)