Measuring Data Quality for Dataset Selection in Offline Reinforcement
LearningIEEE Symposium Series on Computational Intelligence (SSCI), 2021 |
Aligned Multi-Task Gaussian ProcessInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
Weakly-supervised Multi-output Regression via Correlated Gaussian
ProcessesINFORMS Journal on Data Science (JIDS), 2020 |
Doubly Sparse Variational Gaussian ProcessesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
Compositional uncertainty in deep Gaussian processesConference on Uncertainty in Artificial Intelligence (UAI), 2019 |
Monotonic Gaussian Process FlowInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 |