Stephen Bates
- Cross-Validation: What Does It Estimate and How Well Does It Do It?
2021/04/01 by Stephen Bates, Trevor Hastie, Robert Tibshirani · 3 voices · 13 citations
Mathematics · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Statistical Methods and Bayesian Inference
- A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
2021/07/15 by Anastasios N. Angelopoulos, Stephen Bates, Angelopoulos, Anastasios N. +1 · 3 voices · 137 citations
Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
- Distribution-free, Risk-controlling Prediction Sets
2021/09/30 by Stephen Bates, Anastasios N. Angelopoulos, Anastasios Angelopoulos +4 · 34 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Adversarial Robustness in Machine Learning
- Prediction-Powered Inference
2023/01/23 by Anastasios N. Angelopoulos, Angelopoulos, Anastasios N., Stephen Bates +7 · 51 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Machine Learning and Data Classification
- Conformal Risk Control
2022/08/04 by Anastasios N. Angelopoulos, Stephen Bates, Angelopoulos, Anastasios N. +7 · 31 citations
Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Statistical Methods and Inference
- Theoretical Foundations of Conformal Prediction
2024/11/18 by Anastasios N. Angelopoulos, Rina Foygel Barber, Angelopoulos, Anastasios N. +3 · 2 voices · 31 citations
#math.ST #stat.ME #stat.ML
- Class-Conditional Conformal Prediction with Many Classes
2023/06/15 by Tiffany Ding, Ding, Tiffany, Anastasios N. Angelopoulos +7 · 17 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Domain Adaptation and Few-Shot Learning #MicroRNA in disease regulation #Osteoarthritis Treatment and Mechanisms
- Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
2022/02/10 by Anastasios N. Angelopoulos, Angelopoulos, Anastasios N, Amit P Kohli +13 · 8 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Cell Image Analysis Techniques
- The Sample Complexity of Online Contract Design
2022/11/10 by Banghua Zhu, Zhu, Banghua, Stephen Bates +9 · 6 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Theoretical Economics (econ.TH)
- Achieving Risk Control in Online Learning Settings
2022/05/18 by Shai Feldman, Feldman, Shai, Stephen Bates +4 · 5 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Advanced Bandit Algorithms Research
- Label Noise Robustness of Conformal Prediction
2022/09/28 by Bat-Sheva Einbinder, Einbinder, Bat-Sheva, Stephen Bates +8 · 4 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
- Robust Calibration with Multi-domain Temperature Scaling
2022/06/06 by Yaodong Yu, Yu, Yaodong, Stephen Bates +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Semantic uncertainty intervals for disentangled latent spaces
2022/07/20 by Swami Sankaranarayanan, Sankaranarayanan, Swami, Anastasios N. Angelopoulos +7 · 3 citations
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
2025/01/30 by Dan M. Kluger, Kluger, Dan M., Kerri Lu +7 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Principal-Agent Hypothesis Testing
2022/05/13 by Stephen Bates, Michael I. Jordan, Bates, Stephen +5 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Game Theory and Applications #Game Theory and Voting Systems #Auction Theory and Applications
- Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner
2025/10/03 by Cai Zhou, Chenxiao Yang, Zhou, Cai +16 · 7 citations
Computer Science · Social Sciences · #Topic Modeling #Language and cultural evolution #Generative Adversarial Networks and Image Synthesis
- Regression coefficient estimation from remote sensing maps
2024/07/18 by Kerri Lu, Lu, Kerri, Kluger, Dan M. +4 · 2 citations
Computer Science · Engineering · Environmental Science · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #General Economics (econ.GN) #Geochemistry and Geologic Mapping #Satellite Image Processing and Photogrammetry #Signal Processing (eess.SP) #Soil Geostatistics and Mapping #electronic engineering #information engineering
- Operationalizing Counterfactual Metrics: Incentives, Ranking, and Information Asymmetry
2023/05/24 by Serena Wang, Stephen Bates, Wang, Serena +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Healthcare Policy and Management #Machine Learning (cs.LG)
- Sharp Results for Hypothesis Testing with Risk-Sensitive Agents
2024/12/21 by Feng Shi, Shi, Flora C., Stephen Bates +3 · 2 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Scientific Computing and Data Management #AI-based Problem Solving and Planning