* equal contribution
@article{boger2024functional, title={Functional Protein Mining with Conformal Guarantees}, author={Boger, R. S. and Chithrananda, S. and Angelopoulos, A. N. and Yoon, P. H. and Jordan, M. I. and Doudna, J. A.}, journal={bioRxiv}, year={2024}, publisher={Cold Spring Harbor Laboratory}, note={In second round of review, Nature Communications} }
@article{blot2024automatically, title={Automatically Adaptive Conformal Risk Control}, author={Blot, V. and Angelopoulos, A. N. and Jordan, M. I. and Brunel, N. J. B.}, journal={arXiv preprint arXiv:2406.17819}, year={2024} }
@article{chiang2024chatbot, title={Chatbot Arena: An Open Platform for Evaluating {LLMs} by Human Preference}, author={Chiang, W. L. and Zheng, L. and Sheng, Y. and Angelopoulos, A. N. and Li, T. and Li, D. and Zhang, H. and Zhu, B. and Jordan, M. and Gonzalez, J. E. and Stoica, I.}, journal={International Conference on Machine Learning}, year={2024} }
@article{boyeau2024autoeval, title={AutoEval Done Right: Using Synthetic Data for Model Evaluation}, author={Boyeau, P. and Angelopoulos, A. N. and Yosef, N. and Malik, J. and Jordan, M. I.}, journal={arXiv preprint arXiv:2403.07008}, year={2024} }
@article{nguyen2024data, title={Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction}, author={Nguyen, D. T. and Pathak, R. and Angelopoulos, A. N. and Bates, S. and Jordan, M. I.}, journal={arXiv preprint arXiv:2403.19605}, year={2024} }
@article{angelopoulos2024conformal, title={Conformal Triage for Medical Imaging {AI} Deployment}, author={Angelopoulos, A. N. and Pomerantz, S. R. and Do, S. and Bates, S. and Bridge, C. P. and Elton, D. C. and Lev, M. H. and Gonzalez, R. G. and Jordan, M. I. and Malik, J.}, journal={medRxiv}, year={2024}, publisher={Cold Spring Harbor Laboratory Press} }
@article{angelopoulos2024online, title={Online Conformal Prediction with Decaying Step Sizes}, author={Angelopoulos, A. N. and Barber, R. F. and Bates, S.}, journal={International Conference on Machine Learning}, year={2024} }
@article{kohli2024wavefront, title={Wavefront Randomization Improves Deconvolution}, author={Kohli, A. P. S. and Angelopoulos, A. N. and Waller, L.}, journal={arXiv preprint arXiv:2402.07900}, year={2024} }
@article{angelopoulos2023fullrisk, title={Note on Full Conformal Risk Control}, author={Angelopoulos, Anastasios N}, journal={Online Note.}, year={2023}, url={https://people.eecs.berkeley.edu/~angelopoulos/publications/working_papers/full-risk.pdf} }
@article{angelopoulos2023ppi, title={PPI++: Efficient prediction-powered inference}, author={Angelopoulos, Anastasios N and Duchi, John C and Zrnic, Tijana}, journal={arXiv preprint arXiv:2311.01453}, year={2023} }
@article{ye2023learned, title={Learned, Uncertainty-driven Adaptive Acquisition for Photon-Efficient Multiphoton Microscopy}, author={Ye, Cassandra Tong and Han, Jiashu and Liu, Kunzan and Angelopoulos, Anastasios and Griffith, Linda and Monakhova, Kristina and You, Sixian}, journal={arXiv preprint arXiv:2310.16102}, year={2023} }
@article{huang2023conformal, title={Conformal Policy Learning for Sensorimotor Control Under Distribution Shifts}, author={Huang, Huang and Sharma, Satvik and Loquercio, Antonio and Angelopoulos, Anastasios and Goldberg, Ken and Malik, Jitendra}, journal={arXiv preprint arXiv:2311.01457}, year={2023} }
@article{lekeufack2023conformal, title={Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions}, author={Lekeufack, Jordan and Angelopoulos, Anastasios N and Bajcsy, Andrea and Jordan, Michael I. and Malik, Jitendra}, journal={arXiv preprint arXiv:2310.05921}, year={2023} }
@article{angelopoulos2023conformal, title={Conformal PID Control for Time Series Prediction}, author={Angelopoulos, Anastasios N and Candes, Emmanuel J and Tibshirani, Ryan J}, journal={Neural Information Processing Systems}, year={2023} }
@article{ding2023class, title={Class-Conditional Conformal Prediction With Many Classes}, author={Ding, Tiffany and Angelopoulos, Anastasios N and Bates, Stephen and Jordan, Michael I and Tibshirani, Ryan J}, journal={Neural Information Processing Systems}, year={2023} }
@article{MAL-101, author = {Anastasios N. Angelopoulos and Stephen Bates}, doi = {10.1561/2200000101}, issn = {1935-8237}, journal = {Foundations and Trends{\textregistered} in Machine Learning}, number = {4}, pages = {494-591}, title = {Conformal Prediction: A Gentle Introduction}, url = {http://dx.doi.org/10.1561/2200000101}, volume = {16}, year = {2023}, bdsk-url-1 = {http://dx.doi.org/10.1561/2200000101} }
@misc{angelopoulos-gentle, title={A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification}, author={Angelopoulos, Anastasios Nikolas and Bates, Stephen}, url={https://arxiv.org/abs/2107.07511}, journal={arXiv:2107.07511}, year={2021} }
@article{angelopoulos2021private, title={Private Prediction Sets}, author={Angelopoulos, Anastasios N and Bates, Stephen and Zrnic, Tijana and Jordan, Michael I}, journal={arXiv preprint arXiv:2102.06202}, year={2021} }
@article{kohli2021lri, title={Shift-variant deblurring for rotationally symmetric systems}, author={Kohli, Amit and Angelopoulos, Anastasios Nikolas and You, Sixian and Waller, Laura}, journal={Optical Society of America, Computational Optical Sensing and Imaging}, year={2021} }
@article{batesrcps, title={Distribution-Free, Risk-Controlling Prediction Sets}, author={Bates, Stephen and Angelopoulos, Anastasios Nikolas and Lei, Lihua and Malik, Jitendra and Jordan, Michael I}, journal={arXiv preprint arXiv:2101.02703}, year={2021} }
@article{angelopoulosraps, title={Uncertainty Sets for Image Classifiers Using Conformal Prediction}, author={Angelopoulos, Anastasios Nikolas and Bates, Stephen and Malik, Jitendra and Jordan, Michael I}, journal={arXiv preprint arXiv:2009.14193}, year={2020} }
@article{angelopoulosidentifying, title={On Identifying and Mitigating Bias in the Estimation of the COVID-19 Case Fatality Rate}, author={Angelopoulos, Anastasios Nikolas and Pathak, Reese and Varma, Rohit and Jordan, Michael I}, journal={Harvard Data Science Review}, year={2020} }
@article{angelopoulos2020event, title={Event Based, Near Eye Gaze Tracking Beyond 10,000 Hz}, author={Angelopoulos, Anastasios Nikolas and Martel, Julien NP and Kohli, Amit PS and Conradt, Jorg and Wetzstein, Gordon}, journal={arXiv preprint arXiv:2004.03577}, year={2020} }
@article{konrad2020gaze, title={Gaze-contingent ocular parallax rendering for virtual reality}, author={Konrad, Robert and Angelopoulos, Anastasios Nikolas and Wetzstein, Gordon}, journal={ACM Transactions on Graphics (TOG)}, volume={39}, number={2}, pages={1--12}, year={2020}, publisher={ACM New York, NY, USA} }
@article{angelopoulos2019enhanced, title={Enhanced Depth Navigation Through Augmented Reality Depth Mapping in Patients with Low Vision}, author={Angelopoulos, Anastasios Nikolas and Ameri, Hossein and Mitra, Debbie and Humayun, Mark}, journal={Scientific reports}, volume={9}, number={1}, pages={1--10}, year={2019}, publisher={Nature Publishing Group} }
@patent{angelopoulos2015guitar, title={Universal Pickup}, author={Angelopoulos, Anastasios Nikolas}, date = {2015}, number={US8993868}, }