Vladimir Koltchinskii

2 papers · 2010–2015 · 1 conference · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

JMLR (2)

Top co-authors

Keywords

active learning (1) binary classification (1) sample complexity (1) rademacher complexity (1) excess risk bound (1) empirical risk (1) quantum state tomography (1) minimax lower bound (1) trace regression (1) density matrix (1) von neumann entropy (1)

Papers

Optimal Estimation of Low Rank Density Matrices JMLR 2015

Rademacher Complexities and Bounding the Excess Risk in Active Learning JMLR 2010