Gilles Gasso

7 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🔥 Unstoppable · Bronze

Venues

NeurIPS (4) ICML (2) AISTATS (1)

Top co-authors

Laetitia Chapel (3) Alain Rakotomamonjy (3) Joseph Salmon (2) Mokhtar Z. Alaya (2) Rémi Flamary (2) Cédric Févotte (1) Nicolas Courty (1) Saverio Salzo (1) Clément Bonet (1) Jordan Frecon (1)

Research topics

Machine Learning (7) Mathematics & Optimization (5) Optimization (5) Core Methods (4) Optimization & Theory (3) Deep Learning (1) Application Areas (1) Architectures (1) Learning Types (1) Mathematics (1)

Keywords

optimal transport (4) majorization minimization (2) non-convex optimization (2) domain adaptation (1) gradient descent (1) lasso regression (1) sparse regularization (1) coordinate descent (1) linear regression (1) bregman distance (1) regularization path (1) probability measure (1) penalized regression (1) proximal gradient (1) bilevel optimization (1) sinkhorn algorithm (1) proximal gradient descent (1) gradient flow (1) skip connection (1) non-negative matrix factorization (1)

Papers

Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics NeurIPS 2023 Bregman Neural Networks ICML 2022 Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022 Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NeurIPS 2021 Partial Optimal Tranport with applications on Positive-Unlabeled Learning NeurIPS 2020 Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019 Screening Sinkhorn Algorithm for Regularized Optimal Transport NeurIPS 2019