Imani, Ehsan

9 publications

JMLR 2024 Label Alignment Regularization for Distribution Shift Ehsan Imani, Guojun Zhang, Runjia Li, Jun Luo, Pascal Poupart, Philip H.S. Torr, Yangchen Pan

JAIR 2024 Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models Farzane Aminmansour, Taher Jafferjee, Ehsan Imani, Erin J. Talvitie, Michael Bowling, Martha White

JMLR 2023 Off-Policy Actor-Critic with Emphatic Weightings Eric Graves, Ehsan Imani, Raksha Kumaraswamy, Martha White

NeurIPS 2023 The Tunnel Effect: Building Data Representations in Deep Neural Networks Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Miłoś, Tomasz Trzcinski

TMLR 2022 Representation Alignment in Neural Networks Ehsan Imani, Wei Hu, Martha White

ICLR 2020 An Implicit Function Learning Approach for Parametric Modal Regression Yangchen Pan, Ehsan Imani, Martha White, Amir-massoud Farahmand

NeurIPS 2020 An Implicit Function Learning Approach for Parametric Modal Regression Yangchen Pan, Ehsan Imani, Amir-massoud Farahmand, Martha White

NeurIPS 2018 An Off-Policy Policy Gradient Theorem Using Emphatic Weightings Ehsan Imani, Eric Graves, Martha White

ICML 2018 Improving Regression Performance with Distributional Losses Ehsan Imani, Martha White