Ramtin Pedarsani

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2011–2026

Best venue rank

Where they publish

Papers

42 indexed papers, newest first.

Year	Venue	Title	Authors
2026	EACL	Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations.	Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani
2026	EACL	Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection.	Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani
2025	AAAI	Inverse Reinforcement Learning by Estimating Expertise of Demonstrators.	Mark Beliaev, Ramtin Pedarsani
2025	ACL	Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models.	Sajjad Ghiasvand, Yifan Yang, Zhiyu Xue, Mahnoosh Alizadeh, Zheng Zhang, Ramtin Pedarsani
2025	ICML	SPEX: Scaling Feature Interaction Explanations for LLMs.	Justin Singh Kang, Landon Butler, Abhineet Agarwal, Yigit Efe Erginbas, Ramtin Pedarsani, Bin Yu, Kannan Ramchandran
2025	ISIT	The Safety-Privacy Tradeoff in Linear Bandits.	Arghavan Zibaie, Spencer Hutchinson, Ramtin Pedarsani, Mahnoosh Alizadeh
2023	ICLR	Equal Improvability: A New Fairness Notion Considering the Long-term Impact.	Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee
2023	ITW	Generalization Properties of Adversarial Training for -ℓ0 Bounded Adversarial Attacks.	Payam Delgosha, Hamed Hassani, Ramtin Pedarsani
2022	AIES	A Dynamic Decision-Making Framework Promoting Long-Term Fairness.	Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani
2022	ICASSP	Adaptive Node Participation for Straggler-Resilient Federated Learning.	Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani, Aryan Mokhtari, Ramtin Pedarsani
2022	ICML	Imitation Learning by Estimating Expertise of Demonstrators.	Mark Beliaev, Andy Shih, Stefano Ermon, Dorsa Sadigh, Ramtin Pedarsani
2022	ISIT	Efficient and Robust Classification for Sparse Attacks.	Mark Beliaev, Payam Delgosha, Hamed Hassani, Ramtin Pedarsani
2022	ISIT	Binary Classification Under ℓ0 Attacks for General Noise Distribution.	Payam Delgosha, Hamed Hassani, Ramtin Pedarsani
2022	ISIT	Asymptotic Behavior of Adversarial Training in Binary Linear Classification.	Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
2021	AISTATS	Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions.	Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
2021	ICASSP	Adversarially Robust Classification Based on GLRT.	Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani
2021	IJCAI	Emergent Prosociality in Multi-Agent Games Through Gifting.	Woodrow Z. Wang, Mark Beliaev, Erdem Biyik, Daniel A. Lazar, Ramtin Pedarsani, Dorsa Sadigh
2021	IROS	Cooperative Autonomous Vehicles that Sympathize with Human Drivers.	Behrad Toghi, Rodolfo Valiente, Dorsa Sadigh, Ramtin Pedarsani, Yaser P. Fallah
2020	AISTATS	FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.	Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani
2020	AISTATS	Sharp Asymptotics and Optimal Performance for Inference in Binary Models.	Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
2020	ICASSP	Polarizing Front Ends for Robust Cnns.	Can Bakiskan, Soorya Gopalakrishnan, Metehan Cekic, Upamanyu Madhow, Ramtin Pedarsani
2020	ICML	Quantized Decentralized Stochastic Learning over Directed Graphs.	Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani
2020	ISIT	Hierarchical Coded Gradient Aggregation for Learning at the Edge.	Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
2020	ISIT	Optimality of Least-squares for Classification in Gaussian-Mixture Models.	Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis
2020	ISIT	Coded Computing in Unknown Environment via Online Learning.	Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
2019	ISIT	Tree Gradient Coding.	Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Amir Salman Avestimehr
2019	ISIT	Timely Coded Computing.	Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
2019	MOBIHOC	Timely-Throughput Optimal Coded Computing over Cloud Networks.	Chien-Sheng Yang, Ramtin Pedarsani, Amir Salman Avestimehr
2018	ICLR	Combating Adversarial Attacks Using Sparse Representations.	Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow, Ramtin Pedarsani
2018	ISIT	Sparsity-based Defense Against Adversarial Attacks on Linear Classifiers.	Zhinus Marzi, Soorya Gopalakrishnan, Upamanyu Madhow, Ramtin Pedarsani
2018	ISIT	Coded Computing for Distributed Graph Analytics.	Saurav Prakash, Amirhossein Reisizadeh, Ramtin Pedarsani, Amir Salman Avestimehr
2018	ISIT	Communication-Aware Scheduling of Serial Tasks for Dispersed Computing.	Chien-Sheng Yang, Amir Salman Avestimehr, Ramtin Pedarsani
2018	ITW	Sub-linear Time Stochastic Threshold Group Testing via Sparse-Graph Codes.	Amirhossein Reisizadeh, Pedro Abdalla, Ramtin Pedarsani
2018	WAFR	Altruistic Autonomy: Beating Congestion on Shared Roads.	Erdem Biyik, Daniel A. Lazar, Ramtin Pedarsani, Dorsa Sadigh
2017	ACSSC	Multilevel group testing via sparse-graph codes.	Pedro Abdalla, Amirhossein Reisizadeh, Ramtin Pedarsani
2017	ISIT	Coded computation for multicore setups.	Kangwook Lee, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2017	ISIT	Coded computation over heterogeneous clusters.	Amirhossein Reisizadeh, Saurav Prakash, Ramtin Pedarsani, Salman Avestimehr
2016	ISIT	Speeding up distributed machine learning using codes.	Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2016	ISIT	SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes.	Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2015	ISIT	Capacity-approaching PhaseCode for low-complexity compressive phase retrieval.	Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2015	ISIT	Fast and robust compressive phase retrieval with sparse-graph codes.	Dong Yin, Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2011	ISIT	On the construction of polar codes.	Ramtin Pedarsani, Seyed Hamed Hassani, Ido Tal, Emre Telatar