conftrace_

Lucie Neirac

2 papers · 2021–2024 · 1 conference · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

JMLR (2)

Top co-authors

Guillaume Lecue (2) Mihai Cucuringu (1) Stéphane Chrétien (1)

Keywords

statistical learning (1) convex optimization (1) robust statistics (1) community detection (1) empirical risk minimization (1) sparse principal component analysis (1) semi-definite programming (1) excess risk bound (1) gaussian mixture model (1) linear loss function (1)

Papers

Learning with a linear loss function: excess risk and estimation bounds for ERM, minmax MOM and their regularized versions with applications to robustness in sparse PCA. JMLR 2024 Learning with semi-definite programming: statistical bounds based on fixed point analysis and excess risk curvature JMLR 2021