Rina Barber
6 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
Venues
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Keywords
conformal prediction
(3)
false discovery rate
(1)
knockoff filter
(1)
online learning
(1)
ensemble learning
(1)
feature selection
(1)
uncertainty quantification
(1)
group sparsity
(1)
empirical risk minimization
(1)
gradient descent
(1)
matrix completion
(1)
multi-task regression
(1)
approximation algorithm
(1)
predictive inference
(1)
prediction interval
(1)
confidence interval
(1)
low-rank model
(1)
first-order algorithm
(1)
coverage guarantee
(1)
regression function
(1)
Papers
Online conformal prediction with decaying step sizes
ICML 2024
Conformalized matrix completion
NeurIPS 2023
Iterative Approximate Cross-Validation
ICML 2023
Distribution-free inference for regression: discrete, continuous, and in between
NeurIPS 2021
Predictive inference is free with the jackknife+-after-bootstrap
NeurIPS 2020
The knockoff filter for FDR control in group-sparse and multitask regression
ICML 2016