People

Ahmad Beirami

Research Scientist

I am a Research Scientist at Facebook AI, contributing to conversational AI research. My current research interests include reinforcement learning, meta-learning, adversarial learning, federated learning, and privacy/fairness in machine learning. I received the BS degree in 2007 from Sharif University of Technology, Iran, and the PhD degree in 2014 from the Georgia Institute of Technology, in electrical and computer engineering. I am the recipient of the 2015 Sigma Xi Best PhD Thesis Award from Georgia Tech.

Latest Publications

Scalability, Privacy, and Security in Federated Learning Workshop at NeurIPS - December 11, 2020

Federated Multi-Task Learning for Competing Constraints

Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith

COLING - December 8, 2020

Situated and Interactive Multimodal Conversations

Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

COLING - December 8, 2020

Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming

Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard

ICLR - February 14, 2020

Fair Resource Allocation in Federated Learning

Tian Li, Maziar Sanjabi, Ahmad Beirami, Virginia Smith