Anastasios N. Angelopoulos

37 papers A* 2Journal 32Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Conformal Risk Control for Non-Monotonic Losses. CoRR Anastasios N. Angelopoulos
2025	J	`jnl`	Cost-Optimal Active AI Model Evaluation. CoRR Anastasios N. Angelopoulos, Jacob Eisenstein, Jonathan Berant, Alekh Agarwal, Adam Fisch
2025	J	`jnl`	Gradient Equilibrium in Online Learning: Theory and Applications. CoRR Anastasios N. Angelopoulos, Michael I. Jordan, Ryan J. Tibshirani
2025	J	`jnl`	Gradient Equilibrium in Online Learning: Theory and Applications. J. Mach. Learn. Res. Anastasios N. Angelopoulos, Michael I. Jordan, Ryan J. Tibshirani
2025	J	`jnl`	Music Arena: Live Evaluation for Text-to-Music. CoRR Yonghyun Kim, Wayne Chi, Anastasios N. Angelopoulos, Wei-Lin Chiang, Koichi Saito, Shinji Watanabe, Yuki Mitsufuji, Chris Donahue
2025	J	`jnl`	Prompt-to-Leaderboard. CoRR Evan Frick, Connor Chen, Joseph Tennyson, Tianle Li, Wei-Lin Chiang, Anastasios N. Angelopoulos, Ion Stoica
2025	J	`jnl`	Search Arena: Analyzing Search-Augmented LLMs. CoRR Mihran Miroyan, Tsung-Han Wu, Logan King, Tianle Li, Jiayi Pan, Xinyan Hu, Wei-Lin Chiang, Anastasios N. Angelopoulos, Trevor Darrell, Narges Norouzi, Joseph E. Gonzalez
2024	J	`jnl`	AutoEval Done Right: Using Synthetic Data for Model Evaluation. CoRR Pierre Boyeau, Anastasios N. Angelopoulos, Nir Yosef, Jitendra Malik, Michael I. Jordan
2024	J	`jnl`	Automatically Adaptive Conformal Risk Control. CoRR Vincent Blot, Anastasios N. Angelopoulos, Michael I. Jordan, Nicolas J.-B. Brunel
2024	A*	`conf`	Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. ICRA Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik
2024	J	`jnl`	Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction. CoRR Drew T. Nguyen, Reese Pathak, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan
2024	J	`jnl`	How to Evaluate Reward Models for RLHF. CoRR Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios N. Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica
2024	J	`jnl`	Label Noise Robustness of Conformal Prediction. J. Mach. Learn. Res. Bat-Sheva Einbinder, Shai Feldman, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2024	J	`jnl`	Online conformal prediction with decaying step sizes. CoRR Anastasios N. Angelopoulos, Rina Foygel Barber, Stephen Bates
2024	J	`jnl`	Wavefront Randomization Improves Deconvolution. CoRR Amit P. S. Kohli, Anastasios N. Angelopoulos, Laura Waller
2023	J	`jnl`	Class-Conditional Conformal Prediction With Many Classes. CoRR Tiffany Ding, Anastasios N. Angelopoulos, Stephen Bates, Michael I. Jordan, Ryan J. Tibshirani
2023	J	`jnl`	Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. CoRR Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik
2023	J	`jnl`	Conformal PID Control for Time Series Prediction. CoRR Anastasios N. Angelopoulos, Emmanuel J. Candès, Ryan J. Tibshirani
2023	—	`conf`	Conformal Prediction is Robust to Dispersive Label Noise. COPA Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2023	J	`jnl`	Conformal Prediction: A Gentle Introduction. Found. Trends Mach. Learn. Anastasios N. Angelopoulos, Stephen Bates
2023	J	`jnl`	PPI++: Efficient Prediction-Powered Inference. CoRR Anastasios N. Angelopoulos, John C. Duchi, Tijana Zrnic
2023	J	`jnl`	Prediction-Powered Inference. CoRR Anastasios N. Angelopoulos, Stephen Bates, Clara Fannjiang, Michael I. Jordan, Tijana Zrnic
2023	—	`conf`	Recommendation Systems with Distribution-Free Reliability Guarantees. COPA Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan
2022	J	`jnl`	Conformal Prediction is Robust to Label Noise. CoRR Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
2022	J	`jnl`	Conformal Risk Control. CoRR Anastasios N. Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster
2022	J	`jnl`	Conformal prediction for the design problem. CoRR Clara Fannjiang, Stephen Bates, Anastasios N. Angelopoulos, Jennifer Listgarten, Michael I. Jordan
2022	A*	`conf`	Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. ICML Anastasios N. Angelopoulos, Amit Pal Singh Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
2022	J	`jnl`	Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging. CoRR Anastasios N. Angelopoulos, Amit P. S. Kohli, Stephen Bates, Michael I. Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
2022	—	`conf`	Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. MICCAI (8) Charles Lu, Anastasios N. Angelopoulos, Stuart R. Pomerantz
2022	J	`jnl`	Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets. CoRR Charles Lu, Anastasios N. Angelopoulos, Stuart R. Pomerantz
2022	J	`jnl`	Recommendation Systems with Distribution-Free Reliability Guarantees. CoRR Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan
2022	J	`jnl`	Semantic uncertainty intervals for disentangled latent spaces. CoRR Swami Sankaranarayanan, Anastasios N. Angelopoulos, Stephen Bates, Yaniv Romano, Phillip Isola
2021	J	`jnl`	A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification. CoRR Anastasios N. Angelopoulos, Stephen Bates
2021	J	`jnl`	Event-Based Near-Eye Gaze Tracking Beyond 10, 000 Hz. IEEE Trans. Vis. Comput. Graph. Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein
2021	J	`jnl`	Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control. CoRR Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan, Lihua Lei
2021	J	`jnl`	Private Prediction Sets. CoRR Anastasios N. Angelopoulos, Stephen Bates, Tijana Zrnic, Michael I. Jordan
2020	J	`jnl`	Event Based, Near Eye Gaze Tracking Beyond 10, 000Hz. CoRR Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein