Florentina Bunea

19 papers A* 3Journal 16
YearRankTypeTitle / Venue / Authors
2024 J jnl
Learning large softmax mixtures with warm start EM.
CoRR
Xin Bing, Florentina Bunea, Jonathan Niles-Weed, Marten H. Wegkamp
2023 A* conf
Asymptotic confidence sets for random linear programs.
COLT
Shuyu Liu, Florentina Bunea, Jonathan Niles-Weed
2022 J jnl
Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasets.
Patterns
Xin Bing, Tyler Lovelace, Florentina Bunea, Marten H. Wegkamp, Sudhir Pai Kasturi, Harinder Singh, Panayiotis V. Benos, Jishnu Das
2022 J jnl
Interpolating Predictors in High-Dimensional Factor Regression.
J. Mach. Learn. Res.
Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2021 J jnl
Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond.
J. Mach. Learn. Res.
Xin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2020 J jnl
High-Dimensional Inference for Cluster-Based Graphical Models.
J. Mach. Learn. Res.
Carson Eisenach, Florentina Bunea, Yang Ning, Claudiu Dinicu
2020 J jnl
Interpolation under latent factor regression models.
CoRR
Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2020 J jnl
Optimal Estimation of Sparse Topic Models.
J. Mach. Learn. Res.
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2020 J jnl
Optimal estimation of sparse topic models.
CoRR
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2020 J jnl
Prediction in latent factor regression: Adaptive PCR and beyond.
CoRR
Xin Bing, Florentina Bunea, Seth Strimas-Mackey, Marten H. Wegkamp
2018 J jnl
A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics.
CoRR
Xin Bing, Florentina Bunea, Marten H. Wegkamp
2018 J jnl
High-Dimensional Inference for Cluster-Based Graphical Models.
CoRR
Carson Eisenach, Florentina Bunea, Yang Ning, Claudiu Dinicu
2014 J jnl
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms.
IEEE Trans. Inf. Theory
Florentina Bunea, Johannes Lederer, Yiyuan She
2011 J jnl
Penalized least squares regression methods and applications to neuroimaging.
NeuroImage
Florentina Bunea, Yiyuan She, Hernando Ombao, Assawin Gongvatana, Kate Devlin, Ronald Cohen
2008 J jnl
Sequential Procedures for Aggregating Arbitrary Estimators of a Conditional Mean.
IEEE Trans. Inf. Theory
Florentina Bunea, Andrew B. Nobel
2007 A* conf
Sparse Density Estimation with
COLT
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
2006 A* conf
Aggregation and Sparsity Via
COLT
Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp
2006 J jnl
Minimax Adaptive Spectral Estimation From an Ensemble of Signals.
IEEE Trans. Signal Process.
Florentina Bunea, Hernando Ombao, Anna Auguste
2005 J jnl
Functional classification in Hilbert spaces.
IEEE Trans. Inf. Theory
Gérard Biau, Florentina Bunea, Marten H. Wegkamp