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Rina Foygel Barber
Rina Foygel Barber
Verified email at uchicago.edu - Homepage
Title
Cited by
Year
De Finetti’s theorem and related results for infinite weighted exchangeable sequences
RF Barber, EJ Candès, A Ramdas, RJ Tibshirani
Bernoulli 30 (4), 3004-3028, 2024
42024
Distributionally robust risk evaluation with an isotonic constraint
Y Gui, RF Barber, C Ma
arXiv preprint arXiv:2407.06867, 2024
2024
Boosted Conformal Prediction Intervals
R Xie, RF Barber, EJ Candès
arXiv preprint arXiv:2406.07449, 2024
12024
Conformalized survival analysis with adaptive cut-offs
Y Gui, R Hore, Z Ren, RF Barber
Biometrika 111 (2), 459-477, 2024
92024
Is Algorithmic Stability Testable? A Unified Framework under Computational Constraints
Y Luo, RF Barber
arXiv preprint arXiv:2405.15107, 2024
2024
Building a stable classifier with the inflated argmax
JA Soloff, RF Barber, R Willett
arXiv preprint arXiv:2405.14064, 2024
2024
Stability via resampling: statistical problems beyond the real line
JA Soloff, RF Barber, R Willet
arXiv preprint arXiv:2405.09511, 2024
12024
The mosaic permutation test: an exact and nonparametric goodness-of-fit test for factor models
A Spector, RF Barber, T Hastie, RN Kahn, E Candès
arXiv preprint arXiv:2404.15017, 2024
2024
Integrating uncertainty awareness into conformalized quantile regression
R Rossellini, RF Barber, R Willett
International Conference on Artificial Intelligence and Statistics, 1540-1548, 2024
42024
Hoeffding and Bernstein inequalities for weighted sums of exchangeable random variables
RF Barber
arXiv preprint arXiv:2404.06457, 2024
22024
Simultaneous activity and attenuation estimation in TOF-PET with TV-constrained nonconvex optimization
Z Ren, EY Sidky, RF Barber, CM Kao, X Pan
IEEE Transactions on Medical Imaging, 2024
2024
The Limits of Assumption-free Tests for Algorithm Performance
Y Luo, RF Barber
arXiv preprint arXiv:2402.07388, 2024
2024
Online conformal prediction with decaying step sizes
AN Angelopoulos, RF Barber, S Bates
arXiv preprint arXiv:2402.01139, 2024
52024
Derandomised knockoffs: leveraging e-values for false discovery rate control
Z Ren, RF Barber
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
362024
Group-weighted conformal prediction
A Bhattacharyya, RF Barber
arXiv preprint arXiv:2401.17452, 2024
22024
Bagging provides assumption-free stability
JA Soloff, RF Barber, R Willett
Journal of Machine Learning Research 25 (131), 1-35, 2024
32024
Conformalized matrix completion
Y Gui, R Barber, C Ma
Advances in Neural Information Processing Systems 36, 4820-4844, 2023
112023
Black-box tests for algorithmic stability
B Kim, RF Barber
Information and Inference: A Journal of the IMA 12 (4), 2690-2719, 2023
122023
Algorithmic stability implies training-conditional coverage for distribution-free prediction methods
R Liang, RF Barber
arXiv preprint arXiv:2311.04295, 2023
62023
Conformal prediction with local weights: randomization enables local guarantees
R Hore, RF Barber
arXiv preprint arXiv:2310.07850, 2023
72023
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