Optimal transport based change point detection and time series segment clustering KC Cheng, S Aeron, MC Hughes, E Hussey, EL Miller ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 12 | 2020 |
On matched filtering for statistical change point detection KC Cheng, EL Miller, MC Hughes, S Aeron IEEE Open Journal of Signal Processing 1, 159-176, 2020 | 10 | 2020 |
Dynamical Wasserstein barycenters for time-series modeling K Cheng, S Aeron, MC Hughes, EL Miller Advances in Neural Information Processing Systems 34, 27991-28003, 2021 | 8 | 2021 |
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations KC Cheng, EL Miller, MC Hughes, S Aeron IEEE Transactions on Signal Processing, 2023 | 2 | 2023 |
Optimal Transport-Based Models and Methods for the Analysis of Probabilistic Time-Series KC Cheng Tufts University, 2023 | | 2023 |
2020 Index IEEE Open Journal of Signal Processing Vol. S Aeron, S Aziznejad, VA Bohara, P Bohra, V Bordignon, J Campos, ... | | |