Geoffrey Negiar

3 papers · 2020–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4)

Conferences

AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Fabian Pedregosa (2) Francesco Locatello (1) Armin Askari (1) Martin Jaggi (1) Laurent El Ghaoui (1) Alicia Tsai (1) Robert Freund (1) Gideon Dresdner (1) Aditi Krishnapriyan (1) Michael W. Mahoney (1)

Keywords

constrained optimization (1) empirical risk minimization (1) strong convexity (1) conditional gradient (1) line search (1) stochastic frank-wolfe (1)

Papers

Learning differentiable solvers for systems with hard constraints ICLR 2023

Linearly Convergent Frank-Wolfe with Backtracking Line-Search AISTATS 2020

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization ICML 2020