David Stephens

2 papers · 2020–2022 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge

Conferences

ICML (1) NIPS (1)

Top co-authors

Ayoub El Hanchi (2) Chris Maddison (1)

Keywords

stochastic gradient descent (2) importance sampling (2) variance reduction (2) logistic regression (1) dynamic regret (1) condition number (1) stochastic gradient langevin dynamics (1) strongly convex (1) strongly convex optimization (1) finite-sum optimization (1) online learning (1)

Papers

Stochastic Reweighted Gradient Descent ICML 2022

Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes NIPS 2020