The Delusional Hedge Algorithm as a Model of Human Learning from Diverse Opinions.
CoRR, 2024
Inception: Efficiently Computable Misinformation Attacks on Markov Games.
RLJ, 2024
Minimally Modifying a Markov Game to Achieve Any Nash Equilibrium and Value.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Dream the Impossible: Outlier Imagination with Diffusion Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Mechanism Design for Collaborative Normal Mean Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Non-parametric Outlier Synthesis.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Provable Defense against Backdoor Policies in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Corruption-Robust Offline Reinforcement Learning.
CoRR, 2021
Policy Gradient Bayesian Robust Optimization for Imitation Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021
Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
Enhancing generalization through an optimized sequential curriculum: Learning (to read) through machine teaching.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
Policy Poisoning in Batch Reinforcement Learning and Control.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
For Teaching Perceptual Fluency, Machines Beat Human Experts.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Robust RegBayes: Selectively Incorporating First-Order Logic Domain Knowledge into Bayesian Models.
Proceedings of the 31th International Conference on Machine Learning, 2014
Implementation & evaluation of an IDS to safeguard OLSR integrity in MANETs.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006