160 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Claremont McKenna CollegeUS16 papers
- California Institute of TechnologyUS7 papers
- Keck Graduate InstituteUS7 papers
- University of California, Los AngelesUS6 papers
- University of Southern CaliforniaUS6 papers
- Los Alamos National LaboratoryUS5 papers
- Pomona CollegeUS5 papers
- Claremont InstituteUS4 papers
- Massachusetts Institute of TechnologyUS3 papers
- California State University, FullertonUS2 papers
- Colorado School of MinesUS2 papers
- Goucher CollegeUS2 papers
Showing 2018 · stat.MLShow all
2 papers · 2 filters
stat.ML2018
Cluster Analysis on Locally Asymptotically Self-similar Processes with Known Number of Clusters
Qidi Peng, Nan Rao, Ran Zhao
We conduct cluster analysis on a class of locally asymptotically self-similar stochastic processes, which includes multifractional Brownian motion as a representative. When the tru…
stat.ML2018
Covariance-based Dissimilarity Measures Applied to Clustering Wide-sense Stationary Ergodic Processes
Qidi Peng, Nan Rao, Ran Zhao
We introduce a new unsupervised learning problem: clustering wide-sense stationary ergodic stochastic processes. A covariance-based dissimilarity measure together with asymptotical…