David Bosch

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8)

Conferences

AISTATS (2) COLT (1)

Top co-authors

Ashkan Panahi (3) Babak Hassibi (1) Ayca Ozcelikkale (1) Devdatt Dubhashi (1)

Keywords

random feature model (2) asymptotic analysis (2) elastic net (1) deep neural network (1) learning curve (1) convex regularization (1) gaussian min-max theorem (1) regularized regression (1)

Papers

A Novel Convex Gaussian Min Max Theorem for Repeated Features AISTATS 2025

Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves AISTATS 2023

Precise Asymptotic Analysis of Deep Random Feature Models COLT 2023