2 papers
stat.ME2025
Online Prediction For Streaming Observational Data
Bertrand Clarke, Aleena Chanda
The automated collection of streaming observational data has become standard and defies most traditional analytic techniques. It is not just that models are hard to identify, there…
stat.ML2024
Point Prediction for Streaming Data
Aleena Chanda, N. V. Vinodchandran, Bertrand Clarke
We present two new approaches for point prediction with streaming data. One is based on the Count-Min sketch (CMS) and the other is based on Gaussian process priors with a random b…