Shipu Zhao

2 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge

Conferences

ICML (1) JMLR (1)

Top co-authors

Madeleine Udell (2) Zachary Frangella (2) Pratik Rathore (1)

Keywords

convex optimization (2) stochastic gradient (1) low-rank approximation (1) nyström approximation (1) linear convergence (1) support vector machine (1) stochastic optimization (1) alternating direction method of multiplier (1)

Papers

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates JMLR 2024

NysADMM: faster composite convex optimization via low-rank approximation ICML 2022