Rina Foygel Barber
15 papers · 2015–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Academic Marathon (10)
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Century Club
(14)
β‘
Prolific Year
(5)
π
Trend Setter
β
The Questioner
(2)
ποΈ
Keyword Collector
(61)
Conferences
NIPS (5)
JMLR (4)
AISTATS (2)
COLT (2)
ALT (1)
ICML (1)
Top co-authors
Research topics
Keywords
conformal prediction
(4)
prediction interval
(3)
convex optimization
(3)
variable selection
(2)
nonconvex optimization
(2)
composite optimization
(1)
convergence analysis
(1)
primal-dual optimization
(1)
optimal transport
(1)
hypothesis testing
(1)
epistemic uncertainty
(1)
uncertainty quantification
(1)
group lasso
(1)
sparse estimation
(1)
image reconstruction
(1)
logistic regression
(1)
multiclass classification
(1)
covariate shift
(1)
statistical inference
(1)
compressed sensing
(1)
Papers
Predictive inference for time series: why is split conformal effective despite temporal dependence?
ALT 2026
Are all models wrong? Fundamental limits in distribution-free empirical model falsification
COLT 2025
Can a calibration metric be both testable and actionable?
COLT 2025
Boosted Conformal Prediction Intervals
NIPS 2024
Building a stable classifier with the inflated argmax
NIPS 2024
Integrating Uncertainty Awareness into Conformalized Quantile Regression
AISTATS 2024
Bagging Provides Assumption-free Stability
JMLR 2024
Convergence for nonconvex ADMM, with applications to CT imaging
JMLR 2024
Convex and Non-Convex Approaches for Statistical Inference with Class-Conditional Noisy Labels
JMLR 2020
Conformal Prediction Under Covariate Shift
NIPS 2019
Prediction Rule Reshaping
ICML 2018
MOCCA: Mirrored Convex/Concave Optimization for Nonconvex Composite Functions
JMLR 2016
Selective inference for group-sparse linear models
NIPS 2016
Robust PCA with compressed data
NIPS 2015
The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models
AISTATS 2015