Samuel Cohen
9 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (16)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
π₯
Unstoppable
(5)
Conferences
ICML (4)
ICLR (2)
AISTATS (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
optimal transport
(3)
convex optimization
(1)
bayesian inference
(1)
uncertainty quantification
(1)
automatic speech recognition
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
gaussian process
(1)
probability distribution
(1)
reward function
(1)
riemannian manifold
(1)
acoustic model
(1)
generative model
(1)
entropy regularization
(1)
normalizing flow
(1)
language model
(1)
ordinary differential equation
(1)
predictive distribution
(1)
product of expert
(1)
continuous normalizing flow
(1)
Papers
Optimal Transport for Offline Imitation Learning
ICLR 2023
Meta Optimal Transport
ICML 2023
Cross-Domain Imitation Learning via Optimal Transport
ICLR 2022
Matching Normalizing Flows and Probability Paths on Manifolds
ICML 2022
Identifiability in inverse reinforcement learning
NIPS 2021
Riemannian Convex Potential Maps
ICML 2021
Aligning Time Series on Incomparable Spaces
AISTATS 2021
Healing Products of Gaussian Process Experts
ICML 2020
Multi-Graph Decoding for Code-Switching ASR
INTERSPEECH 2019