Bunea, Florentina

7 publications

COLT 2023 Asymptotic Confidence Sets for Random Linear Programs Shuyu Liu, Florentina Bunea, Jonathan Niles-Weed

JMLR 2022 Interpolating Predictors in High-Dimensional Factor Regression Florentina Bunea, Seth Strimas-Mackey, Marten Wegkamp

JMLR 2021 Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond Xin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten Wegkamp

JMLR 2020 High-Dimensional Inference for Cluster-Based Graphical Models Carson Eisenach, Florentina Bunea, Yang Ning, Claudiu Dinicu

JMLR 2020 Optimal Estimation of Sparse Topic Models Xin Bing, Florentina Bunea, Marten Wegkamp

COLT 2007 Sparse Density Estimation with L1 Penalties Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp

COLT 2006 Aggregation and Sparsity via L1 Penalized Least Squares Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp