Rocio Diaz Martin

19 papers A* 7Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions.
CoRR
Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Kristofor E. Pas, Gustavo K. Rohde, Abu Hasnat Mohammad Rubaiyat
2025 J jnl
Efficient Transferable Optimal Transport via Min-Sliced Transport Plans.
CoRR
Xinran Liu, Elaheh Akbari, Rocio Diaz Martin, Navid Naderializadeh, Soheil Kolouri
2025 A* conf
Expected Sliced Transport Plans.
ICLR
Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri
2025 J jnl
Gromov-Wasserstein Barycenters: The Analysis Problem.
CoRR
Rocio Diaz Martin, Ivan Vladimir Medri, James M. Murphy
2025 A* conf
Linear Partial Gromov-Wasserstein Embedding.
ICLR
Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri
2025 A* conf
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data.
ICLR
Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett Allan Landman, Catie Chang, Soheil Kolouri
2025 A* conf
Partial Gromov-Wasserstein Metric.
ICLR
Yikun Bai, Rocio Diaz Martin, Abihith Kothapalli, Hengrong Du, Xinran Liu, Soheil Kolouri
2024 J jnl
Efficient Solvers for Partial Gromov-Wasserstein.
CoRR
Yikun Bai, Rocio Diaz Martin, Hengrong Du, Ashkan Shahbazi, Soheil Kolouri
2024 J jnl
Expected Sliced Transport Plans.
CoRR
Xinran Liu, Rocio Diaz Martin, Yikun Bai, Ashkan Shahbazi, Matthew Thorpe, Akram Aldroubi, Soheil Kolouri
2024 A* conf
LCOT: Linear Circular Optimal Transport.
ICLR
Rocio Diaz Martin, Ivan Vladimir Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri
2024 J jnl
Linear Partial Gromov-Wasserstein Embedding.
CoRR
Yikun Bai, Abihith Kothapalli, Hengrong Du, Rocio Diaz Martin, Soheil Kolouri
2024 J jnl
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data.
CoRR
Xinran Liu, Yikun Bai, Rocio Diaz Martin, Kaiwen Shi, Ashkan Shahbazi, Bennett A. Landman, Catie Chang, Soheil Kolouri
2024 A* conf
Stereographic Spherical Sliced Wasserstein Distances.
ICML
Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri
2024 J jnl
Stereographic Spherical Sliced Wasserstein Distances.
CoRR
Huy Tran, Yikun Bai, Abihith Kothapalli, Ashkan Shahbazi, Xinran Liu, Rocio Diaz Martin, Soheil Kolouri
2023 J jnl
LCOT: Linear circular optimal transport.
CoRR
Rocio Diaz Martin, Ivan Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri
2023 J jnl
Linear Optimal Partial Transport Embedding.
CoRR
Yikun Bai, Ivan Medri, Rocio Diaz Martin, Rana Muhammad Shahroz Khan, Soheil Kolouri
2023 A* conf
Linear optimal partial transport embedding.
ICML
Yikun Bai, Ivan Vladimir Medri, Rocio Diaz Martin, Rana Muhammad Shahroz Khan, Soheil Kolouri
2022 J jnl
Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals.
CoRR
Sumati Thareja, Gustavo K. Rohde, Rocio Diaz Martin, Ivan Medri, Akram Aldroubi
2021 J jnl
The Signed Cumulative Distribution Transform for 1-D Signal Analysis and Classification.
CoRR
Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Gustavo K. Rohde, Sumati Thareja