Yuzhe Ma
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
392018
Data Poisoning against Differentially-Private Learners: Attacks and Defenses
Y Ma, X Zhu, J Hsu
International Joint Conference on Artificial Intelligence (IJCAI), 2019
192019
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
192018
Policy Poisoning in Batch Reinforcement Learning and Control
Y Ma, X Zhang, W Sun, X Zhu
Advances in Neural Information Processing Systems (NeurIPS), 2019
112019
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
62018
Adaptive Reward-Poisoning Attacks against Reinforcement Learning
X Zhang, Y Ma, A Singla, X Zhu
International Conference on Machine Learning (ICML), 2020
42020
Task-agnostic Exploration in Reinforcement Learning
X Zhang, Y Ma, A Singla
Advances in Neural Information Processing Systems (NeurIPS), 2020
22020
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
12018
Neighbourhood-preserving Dimension Reduction via Localised Multidimensional Scaling
Y Ma, K He, J Hopcroft, P Shi
Theoretical Computer Science (TCS), 2017
12017
Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners
YS Chuang, X Zhang, Y Ma, MK Ho, JL Austerweil, X Zhu
arXiv preprint arXiv:2009.02476, 2020
2020
The Teaching Dimension of Q-learning
X Zhang, SK Bharti, Y Ma, A Singla, X Zhu
arXiv preprint arXiv:2006.09324, 2020
2020
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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