Xuezhou Zhang
Xuezhou Zhang
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Neural additive models: Interpretable machine learning with neural nets
R Agarwal, N Frosst, X Zhang, R Caruana, GE Hinton
arXiv preprint arXiv:2004.13912, 2020
562020
Training set debugging using trusted items
X Zhang, X Zhu, SJ Wright
AAAI 2018, 2018
452018
Online Data Poisoning Attack
X Zhang, L Lessard, X Zhu
Learning for Dynamics and Control, 2020, 2019
43*2019
Policy poisoning in batch reinforcement learning and control
Y Ma, X Zhang, W Sun, X Zhu
NIPS 2019, 2019
382019
Adaptive reward-poisoning attacks against reinforcement learning
X Zhang, Y Ma, A Singla, X Zhu
International Conference on Machine Learning, 11225-11234, 2020
232020
Axiomatic Interpretability for Multiclass Additive Models.
X Zhang, S Tan, P Koch, U Chajewska, R Caruana
KDD 2019, 2019
20*2019
An Optimal Control Approach to Sequential Machine Teaching
L Lessard, X Zhang, X Zhu
AISTATS 2019, 2019
202019
Task-agnostic exploration in reinforcement learning
X Zhang, A Singla
NIPS 2020, 2020
152020
Teacher Improves Learning by Selecting a Training Subset
Y Ma, R Nowak, P Rigollet, X Zhang, X Zhu
AISTATS 2018, 2018
92018
Robust policy gradient against strong data corruption
X Zhang, Y Chen, X Zhu, W Sun
arXiv preprint arXiv:2102.05800, 2021
62021
Corruption-Robust Offline Reinforcement Learning
X Zhang, Y Chen, J Zhu, W Sun
arXiv preprint arXiv:2106.06630, 2021
42021
Training set camouflage
A Sen, S Alfeld, X Zhang, A Vartanian, Y Ma, X Zhu.
Conference on Decision and Game Theory for Security (GameSec), 2018., 2018
42018
Reward poisoning in reinforcement learning: Attacks against unknown learners in unknown environments
A Rakhsha, X Zhang, X Zhu, A Singla
arXiv preprint arXiv:2102.08492, 2021
32021
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
32020
The Teaching Dimension of Q-learning
X Zhang, SK Bharti, Y Ma, A Singla, X Zhu
AAAI 2021, 2020
32020
Controllable and Diverse Text Generation in E-commerce
H Shao, J Wang, H Lin, X Zhang, A Zhang, H Ji, T Abdelzaher
Proceedings of the Web Conference 2021, 2392-2401, 2021
12021
The Sample Complexity of Teaching-by-Reinforcement on Q-Learning
X Zhang, SK Bharti, Y Ma, A Singla, X Zhu
arXiv preprint arXiv:2006.09324, 2020
12020
Optimal Teaching for Online Perceptrons
X Zhang, OH Gorune, A Sen, S Alfeld, X Zhu
NIPS 2016, CML workshop, 2016
1*2016
Representation Learning for Online and Offline RL in Low-rank MDPs
WS Masatoshi Uehara, Xuezhou Zhang
2021
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Articles 1–19