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The last 5 uploaded publications
Conformal Triage for Medical Imaging AI Deployment
Anastasios N. Angelopoulos, Stuart R. Pomerantz, Synho Do, Stephen Bates, Christopher P. Bridge, Daniel C. Elton, Michael H. Lev, R. Gilberto González, Michael I. Jordan, Jitendra Malik (2024). Conformal Triage for Medical Imaging AI Deployment. , DOI: https://doi.org/10.1101/2024.02.09.24302543.
Preprint14 days agoConformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik (2024). Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. , DOI: https://doi.org/10.1109/icra57147.2024.10610041.
Article14 days agoAutoEval Done Right: Using Synthetic Data for Model Evaluation
Pierre Boyeau, Anastasios N. Angelopoulos, Nir Yosef, Jitendra Malik, Michael I. Jordan (2024). AutoEval Done Right: Using Synthetic Data for Model Evaluation. , DOI: https://doi.org/10.48550/arxiv.2403.07008.
Preprint14 days agoConformal Policy Learning for Sensorimotor Control Under Distribution Shifts
Huang Huang, Satvik Sharma, Antonio Loquercio, Anastasios N. Angelopoulos, Ken Goldberg, Jitendra Malik (2023). Conformal Policy Learning for Sensorimotor Control Under Distribution Shifts. , DOI: https://doi.org/10.48550/arxiv.2311.01457.
Preprint14 days agoConformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
Jordan Lekeufack, Anastasios N. Angelopoulos, Andrea Bajcsy, Michael I. Jordan, Jitendra Malik (2023). Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions. , DOI: https://doi.org/10.48550/arxiv.2310.05921.
Preprint14 days ago