conftrace_

Puya Latafat

4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

ICLR (2) ICML (1) L4DC (1)

Top co-authors

Panagiotis Patrinos (3) Olivier Fercoq (2) Andreas Themelis (2) Thomas Pethick (2) Volkan Cevher (2) Emanuel Laude (1) Panos Patrinos (1) Konstantinos Oikonomidis (1)

Keywords

alternating minimization (1) proximal gradient (1) convergence guarantee (1) first order method (1) adaptive method (1) stepsize policy (1)

Papers

Adaptive Proximal Gradient Methods Are Universal Without Approximation ICML 2024 On the convergence of adaptive first order methods: Proximal gradient and alternating minimization algorithms L4DC 2024 Solving stochastic weak Minty variational inequalities without increasing batch size ICLR 2023 Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems ICLR 2022