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Quentin Berthet

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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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Decoding-time Realignment of Language Models

Feb 05, 2024
Tianlin Liu, Shangmin Guo, Leonardo Bianco, Daniele Calandriello, Quentin Berthet, Felipe Llinares, Jessica Hoffmann, Lucas Dixon, Michal Valko, Mathieu Blondel

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Differentiable Clustering with Perturbed Spanning Forests

May 25, 2023
Lawrence Stewart, Francis S Bach, Felipe Llinares López, Quentin Berthet

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Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes

Nov 18, 2022
Marin Ballu, Quentin Berthet

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Regression as Classification: Influence of Task Formulation on Neural Network Features

Nov 10, 2022
Lawrence Stewart, Francis Bach, Quentin Berthet, Jean-Philippe Vert

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Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization

May 25, 2022
Benjamin Dubois-Taine, Francis Bach, Quentin Berthet, Adrien Taylor

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A unified software/hardware scalable architecture for brain-inspired computing based on self-organizing neural models

Jan 06, 2022
Artem R. Muliukov, Laurent Rodriguez, Benoit Miramond, Lyes Khacef, Joachim Schmidt, Quentin Berthet, Andres Upegui

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Efficient and Modular Implicit Differentiation

May 31, 2021
Mathieu Blondel, Quentin Berthet, Marco Cuturi, Roy Frostig, Stephan Hoyer, Felipe Llinares-López, Fabian Pedregosa, Jean-Philippe Vert

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Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking

Mar 17, 2021
Andrew N Carr, Quentin Berthet, Mathieu Blondel, Olivier Teboul, Neil Zeghidour

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Fast Differentiable Sorting and Ranking

Feb 20, 2020
Mathieu Blondel, Olivier Teboul, Quentin Berthet, Josip Djolonga

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