Metatrace Actor-Critic: Online Step-size Tuning by Meta-gradient Descent for Reinforcement Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Authors: K. Young, B. Wang, M. E. Taylor
A Variational Auto-Encoder Model for Stochastic Point Process
Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Authors: N. Mehrasa, A. Jyothi , T. Durand , J. He , Prof. L. Sigal , G. Mori
Learning a Deep ConvNet for Multi-label Classification with Partial Labels
Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Authors: T. Durand , N. Mehrasa, G. Mori
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
A Survey and Critique of Multiagent Deep Reinforcement Learning
Journal of Autonomous Agents and Multiagent Systems (JAAMAS), 2019
On the Sensitivity of Adversarial Robustness to Input Data Distributions
International Conference on Learning Representations (ICLR), 2019
Authors: G. Weiguang Ding , K. Lui , T. Jin, L. Wang, R. Huang
On Learning Wire-Length Efficient Neural Networks
Workshop on Compact Deep Neural Network Representation (NeurIPS), 2018
Authors: L. Wang, G. Castiglione , C. Srinivasa , M. Brubaker
Compositional Hard Negatives for Visual Semantic Embeddings via an Adversary
Workshop on ViGIL (NeurIPS), 2018
Authors: *A. J. Bose, *H. Ling, Y. Cao
* Denotes equal contribution