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Gavin Kerrigan
Gavin Kerrigan
Adresse e-mail validée de uci.edu - Page d'accueil
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Bayesian Modeling of Human-AI Complementarity
M Steyvers, H Tejeda, G Kerrigan, P Smyth
Proceedings of the National Academy of Sciences of the United States of …, 2022
632022
Differentially Private Language Models Benefit from Public Pre-training
G Kerrigan, D Slack, J Tuyls
EMNLP PrivateNLP Workshop, 2020
452020
Combining human predictions with model probabilities via confusion matrices and calibration
G Kerrigan, P Smyth, M Steyvers
Advances in Neural Information Processing Systems 34, 4421-4434, 2021
312021
Diffusion Generative Models in Infinite Dimensions
G Kerrigan, J Ley, P Smyth
26th International Conference on AI and Statistics (AISTATS), 2022
112022
Functional Flow Matching
G Kerrigan, G Migliorini, P Smyth
27th International Conference on AI and Statistics (AISTATS), 2023
12023
Dynamic Conditional Optimal Transport through Simulation-Free Flows
G Kerrigan, G Migliorini, P Smyth
arXiv preprint arXiv:2404.04240, 2024
2024
Precipitation Downscaling with Spatiotemporal Video Diffusion
P Srivastava, R Yang, G Kerrigan, G Dresdner, J McGibbon, C Bretherton, ...
arXiv preprint arXiv:2312.06071, 2023
2023
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