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Matching Normalizing Flows and Probability Paths on Manifolds


Jul 11, 2022
Heli Ben-Hamu, Samuel Cohen, Joey Bose, Brandon Amos, Aditya Grover, Maximilian Nickel, Ricky T. Q. Chen, Yaron Lipman

* ICML 2022 

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Meta Optimal Transport


Jun 10, 2022
Brandon Amos, Samuel Cohen, Giulia Luise, Ievgen Redko


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Cross-Domain Imitation Learning via Optimal Transport


Oct 14, 2021
Arnaud Fickinger, Samuel Cohen, Stuart Russell, Brandon Amos

* typos corrected, references added 

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Riemannian Convex Potential Maps


Jun 18, 2021
Samuel Cohen, Brandon Amos, Yaron Lipman

* ICML 2021 

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Sliced Multi-Marginal Optimal Transport


Feb 14, 2021
Samuel Cohen, K S Sesh Kumar, Marc Peter Deisenroth


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Healing Products of Gaussian Processes


Feb 14, 2021
Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth

* ICML 2020 

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Correlated Bandits for Dynamic Pricing via the ARC algorithm


Feb 08, 2021
Samuel Cohen, Tanut Treetanthiploet


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Estimating Barycenters of Measures in High Dimensions


Jul 14, 2020
Samuel Cohen, Michael Arbel, Marc Peter Deisenroth

* In submission 

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Aligning Time Series on Incomparable Spaces


Jun 22, 2020
Samuel Cohen, Giulia Luise, Alexander Terenin, Brandon Amos, Marc Peter Deisenroth


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