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Yuzhe Ma
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Adversarial attacks on stochastic bandits
KS Jun, L Li, Y Ma, J Zhu
Advances in Neural Information Processing Systems (NeurIPS), 2018
1112018
Data poisoning against differentially-private learners: Attacks and defenses
Y Ma, X Zhu, J Hsu
International Joint Conference on Artificial Intelligence (IJCAI), 2019
1092019
Policy Poisoning in Batch Reinforcement Learning and Control
Y Ma, X Zhang, W Sun, X Zhu
Advances in Neural Information Processing Systems (NeurIPS), 2019
832019
Adaptive Reward-Poisoning Attacks against Reinforcement Learning
X Zhang, Y Ma, A Singla, X Zhu
International Conference on Machine Learning (ICML), 2020
762020
Data poisoning attacks in contextual bandits
Y Ma, KS Jun, L Li, X Zhu
International Conference on Decision and Game Theory for Security (GameSec …, 2018
692018
Task-agnostic Exploration in Reinforcement Learning
X Zhang, Y Ma, A Singla
Advances in Neural Information Processing Systems (NeurIPS), 2020
402020
Teacher Improves Learning by Selecting a Training Subset
Y Ma, R Nowak, P Rigollet, X Zhang, X Zhu
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018
122018
The Teaching Dimension of Q-learning
X Zhang, SK Bharti, Y Ma, A Singla, X Zhu
AAAI Conference on Artificial Intelligence (AAAI), 2020
11*2020
Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems
Y Ma, J Sharp, R Wang, E Fernandes, X Zhu
AAAI Conference on Artificial Intelligence (AAAI), 2021
8*2021
Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners
YS Chuang, X Zhang, Y Ma, MK Ho, JL Austerweil, X Zhu
Annual Meeting of the Cognitive Science Society (CogSci), 2021
62021
Training Set Camouflage
A Sen, S Alfeld, X Zhang, A Vartanian, Y Ma, X Zhu
International Conference on Decision and Game Theory for Security (GameSec), 2018
62018
Adversarial Attacks in Sequential Decision Making and Control
Y Ma
The University of Wisconsin-Madison, 2021
32021
Neighbourhood-preserving Dimension Reduction via Localised Multidimensional Scaling
Y Ma, K He, J Hopcroft, P Shi
Theoretical Computer Science (TCS), 2017
32017
Game Redesign in No-regret Game Playing
Y Ma, Y Wu, X Zhu
International Joint Conference on Artificial Intelligence (IJCAI), 2022
22022
Adversarial Attacks on Adversarial Bandits
Y Ma, Z Zhou
International Conference on Learning Representation (ICLR) (𝗦𝗽𝗼𝘁𝗹𝗶𝗴𝗵𝘁), 2023
12023
Systems and methods for preventing decentralized malware attacks
Y Han, Y Ma, K Roundy, C Gates, Y Shen
US Patent 11,025,666, 2021
12021
Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization
Y Han, Y Ma, C Gates, K Roundy, Y Shen
International Joint Conference on Neural Networks (IJCNN), 2019
2019
Nonlinear Dimension Reduction by Local Multidimensional Scaling
Y Ma, K He, J Hopcroft, P Shi
International Workshop on Frontiers in Algorithmics (FAW), 2016
2016
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