Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and EmbeddingComputer Vision and Pattern Recognition (CVPR), 2025 |
Representation Learning via Manifold Flattening and ReconstructionJournal of machine learning research (JMLR), 2023 |
On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and
Physical PhenomenaInternational Conference on Sampling Theory and Applications (SampTA), 2023 |
LOCA: LOcal Conformal Autoencoder for standardized data coordinatesProceedings of the National Academy of Sciences of the United States of America (PNAS), 2020 |