Uniform Stability and High Order Approximation of SGLD in Non-Convex Learning
Workshop on Understanding and Improving Generalization in Deep Learning (ICML), 2019
Authors: *M. Gazeau, *M. Li
* Denotes equal contribution
On the Sensitivity of Adversarial Robustness to Input Data Distributions
International Conference on Learning Representations (ICLR), 2019
Authors: G. W. Ding, K. Y. C. Lui, T. Jin, L. Wang, R. Huang
On Learning Wire-Length Efficient Neural Networks
Workshop on Compact Deep Neural Network Representation (NeurIPS), 2018
Adversarial Contrastive Estimation
Association for Computational Linguistics (ACL), 2018
Authors: *A. J. Bose, *H. Ling, *Y. Cao
* Denotes equal contribution