Florentina Bunea
5 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Keywords
principal component regression
(2)
feature extraction
(1)
matrix factorization
(1)
parameter estimation
(1)
optimal transport
(1)
topic modeling
(1)
ridge regression
(1)
high-dimensional inference
(1)
linear programming
(1)
precision matrix
(1)
high-dimensional regression
(1)
factor regression
(1)
excess risk bound
(1)
conditional independence
(1)
variable clustering
(1)
graphical model
(1)
latent factor model
(1)
sparse topic model
(1)
minimax lower bound
(1)
latent variable
(1)
Papers
Asymptotic confidence sets for random linear programs
COLT 2023
Interpolating Predictors in High-Dimensional Factor Regression
JMLR 2022
Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond
JMLR 2021
High-Dimensional Inference for Cluster-Based Graphical Models
JMLR 2020
Optimal Estimation of Sparse Topic Models
JMLR 2020