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 | 94 | 2022 |
Differentially Private Language Models Benefit from Public Pre-training G Kerrigan, D Slack, J Tuyls EMNLP PrivateNLP Workshop, 2020 | 52 | 2020 |
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 | 41 | 2021 |
Diffusion Generative Models in Infinite Dimensions G Kerrigan, J Ley, P Smyth 26th International Conference on AI and Statistics (AISTATS), 2022 | 15 | 2022 |
Functional Flow Matching G Kerrigan, G Migliorini, P Smyth 27th International Conference on AI and Statistics (AISTATS), 2023 | 3 | 2023 |
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 |
Augmenting the Capabilities of Human Decision-makers with Human and Artificial Intelligence Complementarity G Kerrigan | | |