Thomas Kerdreux

6 papers · 2018–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AISTATS (3) ICML (2) JMLR (1)

Top co-authors

Sebastian Pokutta (4) Alexandre d’Aspremont (3) Fabian Pedregosa (1) Simon Lacoste-Julien (1) Damien Scieur (1) Alexandre D'aspremont (1) Elias Wirth (1) Lewis Liu (1) Christophe Roux (1)

Research topics

Mathematics & Optimization (6) Optimization (6) Machine Learning (4) Optimization & Theory · Machine Learning (4) Deep Learning (1) Application Areas (1) Learning Types (1) Mathematics (1) Optimization & Theory · Deep Learning (1)

Keywords

frank-wolfe algorithm (5) convex optimization (4) conditional gradient (2) sublinear convergence (2) uniformly convex set (2) convergence rate (1) linear bandit (1) first-order method (1) constrained convex optimization (1) stochastic optimization (1) kernel herding (1) accelerated convergence (1) line search (1) uniform convexity (1) pseudo-regret bound (1) action set (1) regression problem (1) subsampling oracle (1) affine invariant (1) affine invariance (1)

Papers

Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023 Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets ICML 2021 Linear Bandits on Uniformly Convex Sets JMLR 2021 Projection-Free Optimization on Uniformly Convex Sets AISTATS 2021 Restarting Frank-Wolfe AISTATS 2019 Frank-Wolfe with Subsampling Oracle ICML 2018