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stat.ML2016★ 3 cited
Online Active Linear Regression via Thresholding
Carlos Riquelme, Ramesh Johari, Baosen Zhang
We consider the problem of online active learning to collect data for regression modeling. Specifically, we consider a decision maker with a limited experimentation budget who must…
stat.ML2015
A Sparse Linear Model and Significance Test for Individual Consumption Prediction
Pan Li, Baosen Zhang, Yang Weng +1
Accurate prediction of user consumption is a key part not only in understanding consumer flexibility and behavior patterns, but in the design of robust and efficient energy saving…