Ehsan Imani

20 papers A* 4Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
GLASS: Test-Time Acceleration for LLMs via Global-Local Neural Importance Aggregation.
CoRR
Amirmohsen Sattarifard, Sepehr Lavasani, Ehsan Imani, Kunlin Zhang, Hanlin Xu, Fengyu Sun, Negar Hassanpour, Chao Gao
2024 J jnl
Investigating the Histogram Loss in Regression.
CoRR
Ehsan Imani, Kai Luedemann, Sam Scholnick-Hughes, Esraa Elelimy, Martha White
2024 J jnl
Label Alignment Regularization for Distribution Shift.
J. Mach. Learn. Res.
Ehsan Imani, Guojun Zhang, Runjia Li, Jun Luo, Pascal Poupart, Philip H. S. Torr, Yangchen Pan
2024 J jnl
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models.
J. Artif. Intell. Res.
Farzane Aminmansour, Taher Jafferjee, Ehsan Imani, Erin J. Talvitie, Michael Bowling, Martha White
2023 J jnl
Off-Policy Actor-Critic with Emphatic Weightings.
J. Mach. Learn. Res.
Eric Graves, Ehsan Imani, Raksha Kumaraswamy, Martha White
2023 A* conf
The Tunnel Effect: Building Data Representations in Deep Neural Networks.
NeurIPS
Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Milos, Tomasz Trzcinski
2023 J jnl
The Tunnel Effect: Building Data Representations in Deep Neural Networks.
CoRR
Wojciech Masarczyk, Mateusz Ostaszewski, Ehsan Imani, Razvan Pascanu, Piotr Milos, Tomasz Trzcinski
2022 J jnl
Label Alignment Regularization for Distribution Shift.
CoRR
Ehsan Imani, Guojun Zhang, Jun Luo, Pascal Poupart, Yangchen Pan
2022 J jnl
Representation Alignment in Neural Networks.
Trans. Mach. Learn. Res.
Ehsan Imani, Wei Hu, Martha White
2021 J jnl
Off-Policy Actor-Critic with Emphatic Weightings.
CoRR
Eric Graves, Ehsan Imani, Raksha Kumaraswamy, Martha White
2021 J jnl
Understanding Feature Transfer Through Representation Alignment.
CoRR
Ehsan Imani, Wei Hu, Martha White
2020 A* conf
An implicit function learning approach for parametric modal regression.
NeurIPS
Yangchen Pan, Ehsan Imani, Amir-massoud Farahmand, Martha White
2020 J jnl
An implicit function learning approach for parametric modal regression.
CoRR
Yangchen Pan, Ehsan Imani, Martha White, Amir-massoud Farahmand
2020 J jnl
Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models.
CoRR
Taher Jafferjee, Ehsan Imani, Erin Talvitie, Martha White, Michael Bowling
2020 J jnl
Separation of movement direction concepts based on independent component analysis algorithm, linear discriminant analysis, deep belief network, artificial and fuzzy neural networks.
Biomed. Signal Process. Control.
Mohammadamin Sabzevari, Ehsan Imani
2018 A* conf
An Off-policy Policy Gradient Theorem Using Emphatic Weightings.
NeurIPS
Ehsan Imani, Eric Graves, Martha White
2018 J jnl
An Off-policy Policy Gradient Theorem Using Emphatic Weightings.
CoRR
Ehsan Imani, Eric Graves, Martha White
2018 A* conf
Improving Regression Performance with Distributional Losses.
ICML
Ehsan Imani, Martha White
2018 J jnl
Improving Regression Performance with Distributional Losses.
CoRR
Ehsan Imani, Martha White
2017 J jnl
Multi-modal deep distance metric learning.
Intell. Data Anal.
Seyed Mahdi Roostaiyan, Ehsan Imani, Mahdieh Soleymani Baghshah