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Conference Papers

  1. Xuezhou Zhang, Xiaojin Zhu. Online Data Poisoning Attack. arXiv Pre-print, 2019.
    [paper | poster]

  2. Xuezhou Zhang, Sarah Tan, Paul Koch, Urszula Chajewska, and Rich Caruana. Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models. In the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Research Track, 2019. Oral Presentation.

  3. Laurent Lessard, Xuezhou Zhang and Xiaojin Zhu. An Optimal Control Approach to Sequential Machine Teaching. In The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), 2019.

  4. Xuezhou Zhang, Xiaojin Zhu and Stephen Wright. Training Set Debugging using Trusted Items. In The 32nd AAAI Conference on Artificial Intelligence (AAAI), 2018. Oral Presentation.
    [paper | slides | code]

  5. Yuzhe Ma, Robert D Nowak, Philippe Rigollet, Xuezhou Zhang and Xiaojin Zhu. Teacher Improves Learning by Selecting a Training Subset. In The 21st International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
    [paper | code]

  6. Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma and Xiaojin Zhu. Training set camouflage. In Conference on Decision and Game Theory for Security (GameSec), 2018. Oral Presentation.

  7. Xuezhou Zhang, Hrag Gorune Ohannessian, Ayon Sen, Scott Alfeld and Xiaojin Zhu. Optimal Teaching for Online Perceptrons. In NIPS 2016 workshop on Constructive Machine Learning (CML), 2016.
    [paper | poster | slides]