Murat Erdogdu

3 papers · 2019–2024 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge

Conferences

COLT (1) ICLR (1) JMLR (1)

Top co-authors

Chris Maddison (1) Mohsen Bayati (1) Ayoub El Hanchi (1) Jimmy Ba (1) Denny Wu (1) Taiji Suzuki (1) Lee H. Dicker (1) Tianzong Zhang (1)

Keywords

ordinary least square (2) large-scale optimization (1) minimax optimality (1) empirical risk minimization (1) linear regression (1) risk bound (1) generalized linear model (1) population risk (1) quadratic convergence (1) upper bound (1) stochastic optimization (1) quantile risk (1)

Papers

Minimax Linear Regression under the Quantile Risk COLT 2024

Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint ICLR 2020

Scalable Approximations for Generalized Linear Problems JMLR 2019