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2020 – today
- 2024
[j2]Fateme Fotouhi, Aditya Balu
, Zhanhong Jiang, Yasaman Esfandiari, Salman Jahani, Soumik Sarkar:
Dominating Set Model Aggregation for communication-efficient decentralized deep learning. Neural Networks 171: 25-39 (2024)- 2021
- [j1]Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, Nicola Elia, Soumik Sarkar:
A fast saddle-point dynamical system approach to robust deep learning. Neural Networks 139: 33-44 (2021) - [c3]Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar:
Query-based targeted action-space adversarial policies on deep reinforcement learning agents. ICCPS 2021: 87-97 - [c2]Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar:
Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. ICML 2021: 3036-3046 - [i4]Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar:
Cross-Gradient Aggregation for Decentralized Learning from Non-IID data. CoRR abs/2103.02051 (2021) - 2020
- [c1]Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar:
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. ACC 2020: 3959-3964 - [i3]Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar:
Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. CoRR abs/2007.07176 (2020) - [i2]Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar:
Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents. CoRR abs/2011.07114 (2020)
2010 – 2019
- 2019
- [i1]Yasaman Esfandiari, Keivan Ebrahimi, Aditya Balu, Nicola Elia, Umesh Vaidya, Soumik Sarkar:
A Saddle-Point Dynamical System Approach for Robust Deep Learning. CoRR abs/1910.08623 (2019)
Coauthor Index
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