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Differentiable Clustering with Perturbed Spanning Forests


May 25, 2023
Lawrence Stewart, Francis S Bach, Felipe Llinares L贸pez, 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-L贸pez, 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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Stochastic Optimization for Regularized Wasserstein Estimators


Feb 20, 2020
Marin Ballu, Quentin Berthet, Francis Bach

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Learning with Differentiable Perturbed Optimizers


Feb 20, 2020
Quentin Berthet, Mathieu Blondel, Olivier Teboul, Marco Cuturi, Jean-Philippe Vert, Francis Bach

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