Articles amb requisits d'accés públic - Anastasios Nikolas AngelopoulosMés informació
Disponibles en algun lloc: 16
Conformal Prediction: A Gentle Introduction
AN Angelopoulos, S Bates
Foundations and Trends® in Machine Learning 16 (4), 494-591, 2023
Requisits: US National Science Foundation
Distribution-free, risk-controlling prediction sets
S Bates*, A Angelopoulos*, L Lei*, J Malik, MI Jordan
Journal of the ACM 68 (6), 2021
Requisits: US National Science Foundation, US Department of Defense
Prediction-powered inference
AN Angelopoulos*, S Bates*, C Fannjiang*, MI Jordan*, T Zrnic*
Science 382 (6671), 669-674, 2023
Requisits: US National Science Foundation, US Department of Defense
Image-to-image regression with distribution-free uncertainty quantification and applications in imaging
AN Angelopoulos*, AP Kohli*, S Bates, MI Jordan, J Malik, T Alshaabi, ...
Proceedings of the 39th International Conference on Machine Learning, 717-730, 2022
Requisits: US National Science Foundation, Chan Zuckerberg Initiative
Gaze-contingent ocular parallax rendering for virtual reality
R Konrad, A Angelopoulos, G Wetzstein
ACM Transactions on Graphics (TOG) 39 (2), 1-12, 2020
Requisits: US National Science Foundation
On identifying and mitigating bias in the estimation of the COVID-19 case fatality rate
AN Angelopoulos, R Pathak, R Varma, MI Jordan
Harvard Data Science Review, 2020
Requisits: US National Science Foundation
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
Requisits: US National Science Foundation, US Department of Defense
Conformal PID Control for Time Series Prediction
AN Angelopoulos, EJ Candes, RJ Tibshirani
Thirty-seventh Conference on Neural Information Processing Systems, 2023
Requisits: US National Science Foundation, US Department of Defense
Class-Conditional Conformal Prediction With Many Classes
T Ding, AN Angelopoulos, S Bates, MI Jordan, RJ Tibshirani
Thirty-seventh Conference on Neural Information Processing Systems, 2023
Requisits: US National Science Foundation, US Department of Defense, European Commission
Semantic uncertainty intervals for disentangled latent spaces
S Sankaranarayanan, AN Angelopoulos, S Bates, Y Romano, P Isola
Advances in Neural Information Processing Systems, 2022
Requisits: US National Science Foundation, US Department of Defense
Recommendation Systems with Distribution-Free Reliability Guarantees
AN Angelopoulos*, K Krauth*, S Bates, Y Wang, MI Jordan
Conformal and Probabilistic Prediction with Applications 204, 175-193, 2023
Requisits: US National Science Foundation, US Department of Defense
Identifying and correcting bias from time-and severity-dependent reporting rates in the estimation of the covid-19 case fatality rate
A Angelopoulos, R Pathak, R Varma, MI Jordan
Available at SSRN 3556644, 2020
Requisits: US National Science Foundation
Online active learning with dynamic marginal gain thresholding
MA Werner, A Angelopoulos, S Bates, MI Jordan
arXiv preprint arXiv:2201.10547, 2022
Requisits: US National Science Foundation
Label noise robustness of conformal prediction
BS Einbinder, S Feldman, S Bates, AN Angelopoulos, A Gendler, ...
Journal of Machine Learning Research 25 (328), 1-66, 2024
Requisits: US National Science Foundation
Functional protein mining with conformal guarantees
RS Boger, S Chithrananda, AN Angelopoulos, PH Yoon, MI Jordan, ...
Nature Communications, 2025
Requisits: Howard Hughes Medical Institute
Wavefront Randomization Improves Deconvolution
A Kohli*, AN Angelopoulos*, L Waller
arXiv preprint arXiv:2402.07900, 2024
Requisits: US National Science Foundation, US Department of Defense, Chan Zuckerberg …
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