 Generating Synthetic Datasets by Interpolating along Generalized
GeodesicsConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Interpolation for Robust Learning: Data Augmentation on Wasserstein
GeodesicsInternational Conference on Machine Learning (ICML), 2023 |
 Meta-Learning for Unsupervised Outlier Detection with Optimal TransportInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 |
 A picture of the space of typical learnable tasksInternational Conference on Machine Learning (ICML), 2022 |
 Time-Varying Propensity Score to Bridge the Gap between the Past and
PresentInternational Conference on Learning Representations (ICLR), 2022 |
 Wasserstein Task Embedding for Measuring Task SimilaritiesNeural Networks (NN), 2022 |
 Hierarchical Optimal Transport for Comparing Histopathology DatasetsInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 |
 A Free-Energy Principle for Representation LearningInternational Conference on Machine Learning (ICML), 2020 |
