conftrace_

David Martı́nez-Rubio

5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (4) COLT (1)

Top co-authors

Sebastian Pokutta (3) Christophe Roux (2) Mario Lezcano-Casado (1) Mathieu Besançon (1) Juan Pablo Contreras (1) Cristóbal Guzmán (1) Deborah Hendrych (1)

Keywords

recurrent neural network (1) lie group (1) first-order optimization (1) orthogonal constraint (1) unitary group (1) exponential map (1)

Papers

Non-Euclidean High-Order Smooth Convex Optimization Extended Abstract COLT 2025 Secant Line Search for Frank-Wolfe Algorithms ICML 2025 Implicit Riemannian Optimism with Applications to Min-Max Problems ICML 2025 Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point ICML 2024 Cheap Orthogonal Constraints in Neural Networks: A Simple Parametrization of the Orthogonal and Unitary Group ICML 2019