Anastasios N. Angelopoulos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Conformal Prediction

Top Venues

Publications

Drew T. Nguyen, Reese Pathak, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan
Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction. CoRR (2024)
Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik
Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. ICRA (2024)
Pierre Boyeau, Anastasios N. Angelopoulos, Nir Yosef, Jitendra Malik, Michael I. Jordan
AutoEval Done Right: Using Synthetic Data for Model Evaluation. CoRR (2024)
Anastasios N. Angelopoulos, Rina Foygel Barber, Stephen Bates
Online conformal prediction with decaying step sizes. CoRR (2024)
Vincent Blot, Anastasios N. Angelopoulos, Michael I. Jordan, Nicolas J.-B. Brunel
Automatically Adaptive Conformal Risk Control. CoRR (2024)
Amit P. S. Kohli, Anastasios N. Angelopoulos, Laura Waller
Wavefront Randomization Improves Deconvolution. CoRR (2024)
Anastasios N. Angelopoulos, Stephen Bates
Conformal Prediction: A Gentle Introduction. Found. Trends Mach. Learn. 16 (4) (2023)
Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik
Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. CoRR (2023)
Tiffany Ding, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan, Ryan J. Tibshirani
Class-Conditional Conformal Prediction With Many Classes. CoRR (2023)
Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan
Recommendation Systems with Distribution-Free Reliability Guarantees. COPA (2023)
Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
Conformal Prediction is Robust to Dispersive Label Noise. COPA (2023)
Anastasios N. Angelopoulos, Stephen Bates, Clara Fannjiang, Michael I. Jordan, Tijana Zrnic
Prediction-Powered Inference. CoRR (2023)
Anastasios N. Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani
Conformal PID Control for Time Series Prediction. CoRR (2023)
Anastasios N. Angelopoulos, John C. Duchi, Tijana Zrnic
PPI++: Efficient Prediction-Powered Inference. CoRR (2023)
Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
Conformal Prediction is Robust to Label Noise. CoRR (2022)
Anastasios N. Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster
Conformal Risk Control. CoRR (2022)
Charles Lu, Anastasios N. Angelopoulos, Stuart R. Pomerantz
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. CoRR (2022)
Clara Fannjiang, Stephen Bates, Anastasios N. Angelopoulos, Jennifer Listgarten, Michael I. Jordan
Conformal prediction for the design problem. CoRR (2022)
Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
Semantic uncertainty intervals for disentangled latent spaces. CoRR (2022)
Anastasios N. Angelopoulos, Amit P. S. Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. CoRR (2022)
Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan
Recommendation Systems with Distribution-Free Reliability Guarantees. CoRR (2022)
Anastasios N. Angelopoulos, Amit Pal Singh Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. ICML (2022)
Charles Lu, Anastasios N. Angelopoulos, Stuart R. Pomerantz
Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. MICCAI (8) (2022)
Anastasios N. Angelopoulos, Stephen Bates, Tijana Zrnic, Michael I. Jordan
Private Prediction Sets. CoRR (2021)
Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan, Lihua Lei
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control. CoRR (2021)
Anastasios N. Angelopoulos, Stephen Bates
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification. CoRR (2021)
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein
Event-Based Near-Eye Gaze Tracking Beyond 10, 000 Hz. IEEE Trans. Vis. Comput. Graph. 27 (5) (2021)
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein
Event Based, Near Eye Gaze Tracking Beyond 10, 000Hz. CoRR (2020)