Samuel Cohen
9 papers · 2019–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(3)
Reinforcement Learning
(3)
Core Methods
(3)
Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Core AI
(2)
Models
(2)
Optimization
(2)
Data Science & Analytics
(1)
Speech & Audio
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Keywords
optimal transport
(5)
imitation learning
(3)
bayesian inference
(1)
uncertainty quantification
(1)
automatic speech recognition
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
gaussian process
(1)
probability distribution
(1)
continuous control
(1)
reward function
(1)
riemannian manifold
(1)
acoustic model
(1)
generative model
(1)
entropy regularization
(1)
normalizing flow
(1)
language model
(1)
expert demonstration
(1)
ordinary differential equation
(1)
gromov-wasserstein distance
(1)
Papers
Meta Optimal Transport
ICML 2023
Optimal Transport for Offline Imitation Learning
ICLR 2023
Cross-Domain Imitation Learning via Optimal Transport
ICLR 2022
Matching Normalizing Flows and Probability Paths on Manifolds
ICML 2022
Aligning Time Series on Incomparable Spaces
AISTATS 2021
Identifiability in inverse reinforcement learning
NeurIPS 2021
Riemannian Convex Potential Maps
ICML 2021
Healing Products of Gaussian Process Experts
ICML 2020
Multi-Graph Decoding for Code-Switching ASR
Interspeech 2019