Ehsan Imani
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (11) π Interdisciplinary Bridge
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Conferences
NIPS (3)
JMLR (2)
ICML (1)
Top co-authors
Keywords
off-policy learning
(2)
policy gradient
(2)
reinforcement learning
(2)
emphatic weighting
(2)
data representation
(1)
distribution shift
(1)
parametric regression
(1)
convergence guarantee
(1)
deep neural network
(1)
continuous action
(1)
singular vector
(1)
implicit function theorem
(1)
modal regression
(1)
label alignment
(1)
cross-lingual sentiment analysis
(1)
gradient normalization
(1)
off-policy actor-critic
(1)
implicit function
(1)
neural network
(1)
soft target
(1)
Papers
Label Alignment Regularization for Distribution Shift
JMLR 2024
The Tunnel Effect: Building Data Representations in Deep Neural Networks
NIPS 2023
Off-Policy Actor-Critic with Emphatic Weightings
JMLR 2023
An implicit function learning approach for parametric modal regression
NIPS 2020
An Off-policy Policy Gradient Theorem Using Emphatic Weightings
NIPS 2018
Improving Regression Performance with Distributional Losses
ICML 2018