2 papers
cs.LG2021
Coresets for Time Series Clustering
Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
We study the problem of constructing coresets for clustering problems with time series data. This problem has gained importance across many fields including biology, medicine, and…
cs.LG2020
Coresets for Regressions with Panel Data
Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi
This paper introduces the problem of coresets for regression problems to panel data settings. We first define coresets for several variants of regression problems with panel data a…