A methodology for morphological feature extraction and unsupervised cell classification D Bhaskar, D Lee, H Knútsdóttir, C Tan, MH Zhang, P Dean, C Roskelley, ... BioRxiv, 623793, 2019 | 14 | 2019 |
A topological approach to mapping space signatures C Giusti, D Lee, V Nanda, H Oberhauser Advances in Applied Mathematics 163, 102787, 2025 | 12 | 2025 |
Signatures, lipschitz-free spaces, and paths of persistence diagrams C Giusti, D Lee SIAM Journal on Applied Algebra and Geometry 7 (4), 828-866, 2023 | 10 | 2023 |
Capturing graphs with hypo-elliptic diffusions C Toth, D Lee, C Hacker, H Oberhauser Advances in Neural Information Processing Systems 35, 38803-38817, 2022 | 10 | 2022 |
Path Signatures on Lie Groups D Lee, R Ghrist arXiv preprint arXiv:2007.06633, 2020 | 9 | 2020 |
Iterated Integrals and Population Time Series Analysis C Giusti, D Lee arXiv preprint arXiv:1811.03558, 2018 | 9 | 2018 |
Structure of vortex-bound states in spin-singlet chiral superconductors D Lee, AP Schnyder Physical Review B 93 (6), 064522, 2016 | 9 | 2016 |
The Signature Kernel D Lee, H Oberhauser arXiv preprint arXiv:2305.04625, 2023 | 8 | 2023 |
Localization for transversally periodic random potentials on binary trees R Froese, D Lee, C Sadel, W Spitzer, G Stolz Journal of Spectral Theory 6 (3), 557-600, 2016 | 8 | 2016 |
Random Surfaces and Higher Algebra D Lee, H Oberhauser arXiv preprint arXiv:2311.08366, 2023 | 4 | 2023 |
Convex Hulls of Curves: Volumes and Signatures C Améndola, D Lee, C Meroni International Conference on Geometric Science of Information, 455-464, 2023 | 3 | 2023 |
Mapping Spaces, Signatures, and Data D Lee University of Pennsylvania, 2021 | 3 | 2021 |
The Surface Signature and Rough Surfaces D Lee arXiv preprint arXiv:2406.16857, 2024 | 2 | 2024 |
Signature methods for brain-computer interfaces X Xu, D Lee, N Drougard, RN Roy Scientific Reports 13 (1), 21367, 2023 | 2 | 2023 |
Stein Variational Ergodic Search D Lee, C Lerch, F Ramos, I Abraham Proceedings of Robotics: Science and Systems 2024, 2024 | 1 | 2024 |
Towards Scalable Topological Regularizers HT Wong, D Lee, H Yan arXiv preprint arXiv:2501.14641, 2025 | | 2025 |
Generalized Time Series Classification via Component Decomposition and Alignment Y Cheng, D Lee, H Oberhauser, H Li IEEE Transactions on Big Data, 2025 | | 2025 |
Ergodic Trajectory Optimization on Generalized Domains Using Maximum Mean Discrepancy C Hughes, H Warren, D Lee, F Ramos, I Abraham arXiv preprint arXiv:2410.10599, 2024 | | 2024 |