Stephen Bates

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Anastasios Nikolas AngelopoulosPh.D. Student, UC BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Yaniv RomanoAssistant Professor of Electrical Engineering and Computer Science, Technion, IsraelPotvrđena adresa e-pošte na technion.ac.il
Matteo SesiaUniversity of Southern CaliforniaPotvrđena adresa e-pošte na usc.edu
LIHUA LEIStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Robert TibshiraniProfessor of Biomedical Data Sciences, and of Statistics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Jitendra MALIKProfessor of EECS, UC BerkeleyPotvrđena adresa e-pošte na eecs.berkeley.edu
Chiara SabattiProfessor of Biomedical Data Science and of Statistics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Shai FeldmanPotvrđena adresa e-pošte na cs.technion.ac.il
Trevor HastieProfessor of Statistics, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Clara FannjiangGenentech, Prescient DesignPotvrđena adresa e-pošte na gene.com
Jonathan MarchiniHead of Statistical Genetics and Methods, Regeneron Genetics CenterPotvrđena adresa e-pošte na regeneron.com
Tijana ZrnicStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Jennifer ListgartenProfessor, UC Berkeley EECS and Center for Computational BiologyPotvrđena adresa e-pošte na berkeley.edu
Yixin WangUniversity of MichiganPotvrđena adresa e-pošte na umich.edu
Adam FischGoogle DeepMindPotvrđena adresa e-pošte na google.com
Tal SchusterGoogle DeepMindPotvrđena adresa e-pošte na google.com
Asaf GendlerResearch Engineer at Bosch Center for Artificial IntelligencePotvrđena adresa e-pošte na campus.technion.ac.il
Srigokul UpadhyayulaUniversity of California, BerkeleyPotvrđena adresa e-pošte na berkeley.edu

Prati

Stephen Bates

Assistant Professor, MIT EECS

Potvrđena adresa e-pošte na cs.berkeley.edu - Početna stranica

Statistics Machine Learning Artificial Intelligence Uncertainty Quantification


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Conformal prediction: A gentle introduction AN Angelopoulos, S Bates Foundations and Trends® in Machine Learning 16 (4), 494-591, 2023	879*	2023
Uncertainty sets for image classifiers using conformal prediction A Angelopoulos, S Bates, J Malik, MI Jordan International Conference on Learning Representations, 2021	347	2021
Cross-validation: what does it estimate and how well does it do it? S Bates, T Hastie, R Tibshirani Journal of the American Statistical Association, 1-22, 2023	336	2023
Distribution-free, risk-controlling prediction sets S Bates, A Angelopoulos, L Lei*, J Malik, MI Jordan Journal of the ACM 68 (6), 2021	218	2021
Testing for outliers with conformal p-values S Bates, E Candès, L Lei, Y Romano, M Sesia* Annals of Statistics 51 (1), 149-178, 2023	158	2023
Learn then test: Calibrating predictive algorithms to achieve risk control AN Angelopoulos, S Bates, EJ Candès, MI Jordan, L Lei* Annals of Applied Statistics, 2025	136*	2025
Conformal risk control AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster* International Conference on Learning Representations, 2024	135	2024
Prediction-powered inference AN Angelopoulos, S Bates, C Fannjiang, MI Jordan, T Zrnic* Science 382 (6671), 669-674, 2023	111	2023
Image-to-image regression with distribution-free uncertainty quantification and applications in imaging AN Angelopoulos, AP Kohli, S Bates, M Jordan, J Malik, T Alshaabi, ... International Conference on Machine Learning, 717-730, 2022	109	2022
Multi-resolution localization of causal variants across the genome M Sesia, E Katsevich, S Bates, E Candès, C Sabatti Nature communications 11 (1), 1093, 2020	97	2020
False discovery rate control in genome-wide association studies with population structure M Sesia, S Bates, E Candès, J Marchini, C Sabatti Proceedings of the National Academy of Sciences 118 (40), e2105841118, 2021	94*	2021
Conformal prediction under feedback covariate shift for biomolecular design C Fannjiang, S Bates, AN Angelopoulos, J Listgarten, MI Jordan Proceedings of the National Academy of Sciences 119 (43), e2204569119, 2022	86*	2022
Metropolized knockoff sampling S Bates, E Candès, L Janson, W Wang Journal of the American Statistical Association 116 (535), 1413-1427, 2021	86	2021
Causal inference in genetic trio studies S Bates, M Sesia, C Sabatti, E Candès Proceedings of the National Academy of Sciences 117 (39), 24117-24126, 2020	66	2020
The sample complexity of online contract design B Zhu, S Bates, Z Yang, Y Wang, J Jiao, MI Jordan Proceedings of the 24th ACM Conference on Economics and Computation, 2023	56	2023
Achieving Equalized Odds by Resampling Sensitive Attributes Y Romano, S Bates, EJ Candès Advances in Neural Information Processing Systems (NeurIPS), 2020	50	2020
Improving conditional coverage via orthogonal quantile regression S Feldman, S Bates, Y Romano Advances in neural information processing systems 34, 2060-2071, 2021	48	2021
Log-ratio lasso: scalable, sparse estimation for log-ratio models S Bates, R Tibshirani Biometrics 75 (2), 613-624, 2019	45	2019
Class-conditional conformal prediction with many classes T Ding, A Angelopoulos, S Bates, M Jordan, RJ Tibshirani Advances in neural information processing systems 36, 64555-64576, 2023	44	2023
Robust Calibration with Multi-domain Temperature Scaling Y Yu, S Bates, Y Ma, MI Jordan Advances in Neural Information Processing Systems (NeurIPS), 2022	41	2022

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