Kevin C. Cheng

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Total Least Squares

Sequential Data

Top Venues

IEEE Trans. Signal Process.

Publications

Kevin C. Cheng, Eric L. Miller, Michael C. Hughes, Shuchin Aeron
Nonparametric and Regularized Dynamical Wasserstein Barycenters for Sequential Observations. IEEE Trans. Signal Process. 71 (2023)
Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
Non-Parametric and Regularized Dynamical Wasserstein Barycenters for Time-Series Analysis. CoRR (2022)
Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
Dynamical Wasserstein Barycenters for Time-series Modeling. CoRR (2021)
Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Eric L. Miller
Dynamical Wasserstein Barycenters for Time-series Modeling. NeurIPS (2021)
Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller
Optimal Transport Based Change Point Detection and Time Series Segment Clustering. ICASSP (2020)
Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes, Erika Hussey, Eric L. Miller
Optimal Transport Based Change Point Detection and Time Series Segment Clustering. CoRR (2019)