Rina Foygel Barber
- Conformal prediction beyond exchangeability
2022/02/27 by Rina Foygel Barber, Emmanuel J. Candès, Barber, Rina Foygel +5 · 50 citations
Engineering · Computer Science · #Energy Load and Power Forecasting #Data Stream Mining Techniques #Machine Learning and Data Classification
- Theoretical Foundations of Conformal Prediction
2024/11/18 by Anastasios N. Angelopoulos, Angelopoulos, Anastasios N., Rina Foygel Barber +3 · 2 voices · 31 citations
#math.ST #stat.ME #stat.ML
- Derandomized knockoffs: leveraging e-values for false discovery rate control
2022/05/30 by Zhimei Ren, Rina Foygel Barber, Ren, Zhimei +1 · 7 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
- Conformal prediction with local weights: randomization enables local guarantees
2023/10/11 by Rohan Hore, Hore, Rohan, Rina Foygel Barber +1 · 9 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
- Robust inference with knockoffs
2020/06/01 by Rina Foygel Barber, Emmanuel J. Candès, Richard J. Samworth · 4 citations
- Convergence for nonconvex ADMM, with applications to CT imaging
2020/06/12 by Rina Foygel Barber, Barber, Rina Foygel, Emil Y. Sidky +1 · 3 citations
Engineering · Medicine · #FOS: Mathematics #Medical Imaging Techniques and Applications #Microwave Imaging and Scattering Analysis #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Discretized conformal prediction for efficient distribution-free inference
2017/09/19 by Wenyu Chen, Chen, Wenyu, Kelli‐Jean Chun +3 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Methodology (stat.ME)
- Bagging Provides Assumption-free Stability
2023/01/30 by Jake A. Soloff, Rina Foygel Barber, Soloff, Jake A. +3 · 3 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #Neural Networks and Applications #Model Reduction and Neural Networks
- With Malice Towards None: Assessing Uncertainty via Equalized Coverage
2019/08/15 by Yaniv Romano, Romano, Yaniv, Rina Foygel Barber +5 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
- Gradient descent with nonconvex constraints: local concavity determines convergence
2017/03/22 by Rina Foygel Barber, Barber, Rina Foygel, Wooseok Ha +1 · 3 citations
Computer Science · Engineering · Mathematics · #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Can a calibration metric be both testable and actionable?
2025/02/27 by Raphael Rossellini, Rossellini, Raphael, Jake A. Soloff +7 · 1 voice · 6 citations
Decision Sciences · Earth and Planetary Sciences · Mathematics · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Methodology (stat.ME) #Risk and Portfolio Optimization #stat.ME #stat.ML
- Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling
2022/10/01 by Rina Foygel Barber, Lucas Janson · 2 citations
Mathematics · #Statistical Methods in Clinical Trials #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- Boosted Conformal Prediction Intervals
2024/06/11 by Ran Xie, Rina Foygel Barber, Xie, Ran +3 · 2 citations
Computer Science · #Neural Networks and Applications
- Unifying Different Theories of Conformal Prediction
2025/04/03 by Rina Foygel Barber, Ryan J. Tibshirani, Barber, Rina Foygel +1 · 1 voice · 3 citations
#math.ST
- Half-Trek Criterion for Identifiability of Latent Variable Models
2022/01/12 by Rina Foygel Barber, Mathias Drton, Barber, Rina Foygel +5 · 2 citations
Computer Science · #62H05 #62J05 #62R01 #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistics Theory (math.ST)
- Selective inference for clustering with unknown variance
2023/01/30 by Youngjoo Yun, Rina Foygel Barber, Yun, Youngjoo +1 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Anomaly Detection Techniques and Applications #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME)
- Group-Weighted Conformal Prediction
2024/01/30 by Aabesh Bhattacharyya, Bhattacharyya, Aabesh, Rina Foygel Barber +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Neural Networks and Applications
- False discovery rate control with compound p-values
2025/07/29 by Rina Foygel Barber, Richard J Samworth, Barber, Rina Foygel +1 · 1 voice · 1 citation
#math.ST #stat.ME
- An analysis of binary isotonic regression: degrees of freedom and implications for calibration
2026/07/29 by Raphael Rossellini, Rina Foygel Barber, Zhimei Ren +1
Mathematics · Computer Science · #stat.ML #cs.LG
- Local permutation tests for conditional independence: an adaptive binning perspective
2026/07/22 by David Chen, Rohan Hore, Rina Foygel Barber
#stat.ME #math.ST #stat.TH
- Monte Carlo testing: non-asymptotic guarantees without joint exchangeability
2026/07/25 by Rina Foygel Barber, Aaditya Ramdas
#stat.ME #math.ST #stat.TH