On Connecting Stochastic Gradient MCMC and Differential Privacy.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Towards Understanding Adversarial Learning for Joint Distribution Matching.
CoRR, 2017
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Triangle Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017