Yasaman Esfandiari

12 papers A* 1C 1Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	LLMs for Analog Circuit Design Continuum (ACDC). CoRR Yasaman Esfandiari, Jocelyn Rego, Austin Meyer, Jonathan Gallagher, Mia Levy
2025	J	`jnl`	Provably effective detection of effective data poisoning attacks. CoRR Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee, Michael A. Warren
2024	J	`jnl`	Dominating Set Model Aggregation for communication-efficient decentralized deep learning. Neural Networks Fateme Fotouhi, Aditya Balu, Zhanhong Jiang, Yasaman Esfandiari, Salman Jahani, Soumik Sarkar
2022	—	`—`	Robust and scalable deep learning for cyber-physical systems. Yasaman Esfandiari
2021	J	`jnl`	A fast saddle-point dynamical system approach to robust deep learning. Neural Networks Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, Nicola Elia, Soumik Sarkar
2021	A*	`conf`	Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data. ICML Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
2021	J	`jnl`	Cross-Gradient Aggregation for Decentralized Learning from Non-IID data. CoRR Yasaman Esfandiari, Sin Yong Tan, Zhanhong Jiang, Aditya Balu, Ethan Herron, Chinmay Hegde, Soumik Sarkar
2021	—	`conf`	Query-based targeted action-space adversarial policies on deep reinforcement learning agents. ICCPS Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
2020	J	`jnl`	Query-based Targeted Action-Space Adversarial Policies on Deep Reinforcement Learning Agents. CoRR Xian Yeow Lee, Yasaman Esfandiari, Kai Liang Tan, Soumik Sarkar
2020	C	`conf`	Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. ACC Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
2020	J	`jnl`	Robustifying Reinforcement Learning Agents via Action Space Adversarial Training. CoRR Kai Liang Tan, Yasaman Esfandiari, Xian Yeow Lee, Aakanksha, Soumik Sarkar
2019	J	`jnl`	A Saddle-Point Dynamical System Approach for Robust Deep Learning. CoRR Yasaman Esfandiari, Keivan Ebrahimi, Aditya Balu, Nicola Elia, Umesh Vaidya, Soumik Sarkar