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Arnaud Doucet

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Target Score Matching

Feb 13, 2024
Valentin De Bortoli, Michael Hutchinson, Peter Wirnsberger, Arnaud Doucet

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Particle Denoising Diffusion Sampler

Feb 09, 2024
Angus Phillips, Hai-Dang Dau, Michael John Hutchinson, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet

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Implicit Diffusion: Efficient Optimization through Stochastic Sampling

Feb 08, 2024
Pierre Marion, Anna Korba, Peter Bartlett, Mathieu Blondel, Valentin De Bortoli, Arnaud Doucet, Felipe Llinares-López, Courtney Paquette, Quentin Berthet

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Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits

Dec 03, 2023
Muhammad Faaiz Taufiq, Arnaud Doucet, Rob Cornish, Jean-Francois Ton

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Diffusion Generative Inverse Design

Sep 18, 2023
Marin Vlastelica, Tatiana López-Guevara, Kelsey Allen, Peter Battaglia, Arnaud Doucet, Kimberley Stachenfeld

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Reinforced Self-Training (ReST) for Language Modeling

Aug 21, 2023
Caglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan, Ksenia Konyushkova, Lotte Weerts, Abhishek Sharma, Aditya Siddhant, Alex Ahern, Miaosen Wang, Chenjie Gu, Wolfgang Macherey, Arnaud Doucet, Orhan Firat, Nando de Freitas

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Linear Convergence Bounds for Diffusion Models via Stochastic Localization

Aug 07, 2023
Joe Benton, Valentin De Bortoli, Arnaud Doucet, George Deligiannidis

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Conformal prediction under ambiguous ground truth

Jul 18, 2023
David Stutz, Abhijit Guha Roy, Tatiana Matejovicova, Patricia Strachan, Ali Taylan Cemgil, Arnaud Doucet

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