Rocio Diaz Martin

According to our database, Rocio Diaz Martin authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

Gromov-Wasserstein Barycenters: The Analysis Problem.

Rocio Diaz Martin, Ivan Vladimir Medri, James M. Murphy

CoRR, July, 2025

An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions.

Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Kristofor E. Pas, Gustavo K. Rohde, Abu Hasnat Mohammad Rubaiyat

CoRR, May, 2025

Expected Sliced Transport Plans.

Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data.

Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett Allan Landman, Catie Chang, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Partial Gromov-Wasserstein Metric.

Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Linear Partial Gromov-Wasserstein Embedding.

Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Efficient Solvers for Partial Gromov-Wasserstein.

Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, Soheil Kolouri

CoRR, 2024

Stereographic Spherical Sliced Wasserstein Distances.

Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri

Proceedings of the Forty-first International Conference on Machine Learning, 2024

LCOT: Linear Circular Optimal Transport.

Rocio Diaz Martin, Ivan Vladimir Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Linear optimal partial transport embedding.

Yikun Bai, Ivan Vladimir Medri, Rocio Diaz Martin, Rana Muhammad Shahroz Khan, Soheil Kolouri

Proceedings of the International Conference on Machine Learning, 2023

2022

Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals.

Sumati Thareja, Gustavo K. Rohde, Rocio Diaz Martin, Ivan Medri, Akram Aldroubi

CoRR, 2022

2021

The Signed Cumulative Distribution Transform for 1-D Signal Analysis and Classification.

Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Gustavo K. Rohde, Sumati Thareja

CoRR, 2021