Darrick Lee

According to our database, Darrick Lee authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generalized Time Series Classification via Component Decomposition and Alignment.

Yichuan Cheng, Darrick Lee, Harald Oberhauser, Haoliang Li

IEEE Trans. Big Data, October, 2025

Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures.

Tâm Johan Nguyên, Darrick Lee, Bernadette J. Stolz

CoRR, March, 2025

A topological approach to mapping space signatures.

Chad Giusti, Darrick Lee, Vidit Nanda, Harald Oberhauser

Adv. Appl. Math., 2025

Towards Scalable Topological Regularizers.

Hiu-Tung Wong, Darrick Lee, Hong Yan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Ergodic Trajectory Optimization on Generalized Domains Using Maximum Mean Discrepancy.

Christian Hughes, Houston Warren, Darrick Lee, Fabio Ramos, Ian Abraham

CoRR, 2024

Stein Variational Ergodic Search.

Darrick Lee, Cameron Lerch, Fabio Ramos, Ian Abraham

Proceedings of the Robotics: Science and Systems XX, 2024

2023

Signatures, Lipschitz-Free Spaces, and Paths of Persistence Diagrams.

Chad Giusti, Darrick Lee

SIAM J. Appl. Algebra Geom., December, 2023

The Signature Kernel.

Darrick Lee, Harald Oberhauser

CoRR, 2023

Convex Hulls of Curves: Volumes and Signatures.

Carlos Améndola, Darrick Lee, Chiara Meroni

Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2022

Capturing Graphs with Hypo-Elliptic Diffusions.

Csaba Tóth, Darrick Lee, Celia Hacker, Harald Oberhauser

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Path Signatures on Lie Groups.

Darrick Lee, Robert Ghrist

CoRR, 2020