Seuraa
Anastasios Nikolas Angelopoulos
Anastasios Nikolas Angelopoulos
Muut nimetAnastasios Angelopoulos, Anastasios N. Angelopoulos
Ph.D. Student, UC Berkeley
Vahvistettu sähköpostiosoite verkkotunnuksessa berkeley.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Conformal Prediction: A Gentle Introduction
AN Angelopoulos, S Bates
Foundations and Trends® in Machine Learning 16 (4), 494-591, 2023
933*2023
Chatbot arena: An open platform for evaluating LLMs by human preference
WL Chiang, L Zheng, Y Sheng, AN Angelopoulos, T Li, D Li, H Zhang, ...
Proceedings of the 41st International Conference on Machine Learning, 2024
4622024
Uncertainty sets for image classifiers using conformal prediction
A Angelopoulos*, S Bates*, J Malik, MI Jordan
International Conference on Learning Representations, 2020
3642020
Distribution-free, risk-controlling prediction sets
S Bates*, A Angelopoulos*, L Lei*, J Malik, MI Jordan
Journal of the ACM 68 (6), 2021
2292021
Conformal risk control
AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster
International Conference on Learning Representations, 2024
1452024
Learn then test: Calibrating predictive algorithms to achieve risk control
AN Angelopoulos, S Bates, EJ Candès, MI Jordan, L Lei
arXiv preprint arXiv:2110.01052, 2021
1392021
Event-based, near-eye gaze tracking beyond 10,000 Hz
AN Angelopoulos*, JNP Martel*, APS Kohli, J Conradt, G Wetzstein
IEEE Transactions on Visualization and Computer Graphics, 2020
1252020
Prediction-powered inference
AN Angelopoulos*, S Bates*, C Fannjiang*, MI Jordan*, T Zrnic*
Science 382 (6671), 669-674, 2023
1212023
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
1142022
Gaze-contingent ocular parallax rendering for virtual reality
R Konrad, A Angelopoulos, G Wetzstein
ACM Transactions on Graphics (TOG) 39 (2), 1-12, 2020
962020
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
802020
Conformal PID Control for Time Series Prediction
AN Angelopoulos, EJ Candes, RJ Tibshirani
Thirty-seventh Conference on Neural Information Processing Systems, 2023
692023
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
652022
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
492023
Enhanced depth navigation through augmented reality depth mapping in patients with low vision
AN Angelopoulos, H Ameri, D Mitra, M Humayun
Scientific reports 9 (1), 11230, 2019
462019
PPI++: Efficient prediction-powered inference
AN Angelopoulos, JC Duchi, T Zrnic
arXiv preprint arXiv:2311.01453, 2023
342023
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets
C Lu*, AN Angelopoulos*, S Pomerantz
Medical Image Computing and Computer Assisted Intervention 13438, 545–554, 2022
332022
Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
J Lekeufack*, AN Angelopoulos*, A Bajcsy*, MI Jordan, J Malik
2024 IEEE International Conference on Robotics and Automation (ICRA), 11668 …, 2024
282024
Conformal prediction is robust to dispersive label noise
S Feldman, BS Einbinder, S Bates, AN Angelopoulos, A Gendler, ...
Conformal and Probabilistic Prediction with Applications, 624-626, 2023
27*2023
Semantic uncertainty intervals for disentangled latent spaces
S Sankaranarayanan, AN Angelopoulos, S Bates, Y Romano, P Isola
Advances in Neural Information Processing Systems, 2022
242022
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Artikkelit 1–20