Shoaib Bin Masud

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Change Point Detection

Discriminatively Trained

Grassmann Manifold

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

Publications

Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. IEEE Trans. Inf. Theory 70 (7) (2024)
Shoaib Bin Masud, Matthew Werenski, James M. Murphy, Shuchin Aeron
Multivariate Soft Rank via Entropy-Regularized Optimal Transport: Sample Efficiency and Generative Modeling. J. Mach. Learn. Res. 24 (2023)
Matthew Werenski, Shoaib Bin Masud, James M. Murphy, Shuchin Aeron
On Rank Energy Statistics via Optimal Transport: Continuity, Convergence, and Change Point Detection. CoRR (2023)
Shoaib Bin Masud, Boyang Lyu, Shuchin Aeron
Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport. CoRR (2021)
Shoaib Bin Masud, Shuchin Aeron
Learning generative models for valid knockoffs using novel multivariate-rank based statistics. CoRR (2021)
Shoaib Bin Masud, Shuchin Aeron
Robust and efficient change point detection using novel multivariate rank-energy GoF test. CoRR (2021)