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Florentina Bunea

Affiliations:
  • Cornell University, Ithaca, NY, USA
  • Florida State University, Tallahassee, USA


According to our database1, Florentina Bunea authored at least 17 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Learning large softmax mixtures with warm start EM.
[BibTeX]
[DOI]
Xin Bing
,
Florentina Bunea
,
Jonathan Niles-Weed
,
Marten H. Wegkamp
CoRR, 2024

2023
Asymptotic confidence sets for random linear programs.
[BibTeX]
[DOI]
Shuyu Liu
,
Florentina Bunea
,
Jonathan Niles-Weed
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022
Essential Regression: A generalizable framework for inferring causal latent factors from multi-omic datasets.
[BibTeX]
[DOI]
Xin Bing
,
Tyler Lovelace
,
Florentina Bunea
,
Marten H. Wegkamp
,
Sudhir Pai Kasturi
,
Harinder Singh
,
Panayiotis V. Benos
,
Jishnu Das
Patterns, 2022

Interpolating Predictors in High-Dimensional Factor Regression.
[BibTeX]
[DOI]
Florentina Bunea
,
Seth Strimas-Mackey
,
Marten H. Wegkamp
J. Mach. Learn. Res., 2022

2021
Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond.
[BibTeX]
[DOI]
Xin Bing
,
Florentina Bunea
,
Seth Strimas-Mackey
,
Marten H. Wegkamp
J. Mach. Learn. Res., 2021

2020
High-Dimensional Inference for Cluster-Based Graphical Models.
[BibTeX]
[DOI]
Carson Eisenach
,
Florentina Bunea
,
Yang Ning
,
Claudiu Dinicu
J. Mach. Learn. Res., 2020

Optimal Estimation of Sparse Topic Models.
[BibTeX]
[DOI]
Xin Bing
,
Florentina Bunea
,
Marten H. Wegkamp
J. Mach. Learn. Res., 2020

Prediction in latent factor regression: Adaptive PCR and beyond.
[BibTeX]
[DOI]
Xin Bing
,
Florentina Bunea
,
Seth Strimas-Mackey
,
Marten H. Wegkamp
CoRR, 2020

Interpolation under latent factor regression models.
[BibTeX]
[DOI]
Florentina Bunea
,
Seth Strimas-Mackey
,
Marten H. Wegkamp
CoRR, 2020

2018
A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics.
[BibTeX]
[DOI]
Xin Bing
,
Florentina Bunea
,
Marten H. Wegkamp
CoRR, 2018

2014
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms.
[BibTeX]
[DOI]
Florentina Bunea
,
Johannes Lederer
,
Yiyuan She
IEEE Trans. Inf. Theory, 2014

2011
Penalized least squares regression methods and applications to neuroimaging.
[BibTeX]
[DOI]
Florentina Bunea
,
Yiyuan She
,
Hernando Ombao
,
Assawin Gongvatana
,
Kate Devlin
,
Ronald Cohen
NeuroImage, 2011

2008
Sequential Procedures for Aggregating Arbitrary Estimators of a Conditional Mean.
[BibTeX]
[DOI]
Florentina Bunea
,
Andrew B. Nobel
IEEE Trans. Inf. Theory, 2008

2007
Sparse Density Estimation with <i>l</i><sub>1</sub> Penalties.
[BibTeX]
[DOI]
Florentina Bunea
,
Alexandre B. Tsybakov
,
Marten H. Wegkamp
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007

2006
Minimax Adaptive Spectral Estimation From an Ensemble of Signals.
[BibTeX]
[DOI]
Florentina Bunea
,
Hernando Ombao
,
Anna Auguste
IEEE Trans. Signal Process., 2006

Aggregation and Sparsity Via <i>l</i><sub>1</sub> Penalized Least Squares.
[BibTeX]
[DOI]
Florentina Bunea
,
Alexandre B. Tsybakov
,
Marten H. Wegkamp
Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

2005
Functional classification in Hilbert spaces.
[BibTeX]
[DOI]
Gérard Biau
,
Florentina Bunea
,
Marten H. Wegkamp
IEEE Trans. Inf. Theory, 2005


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