Nanpeng Yu

Analyzing Data Selection Techniques with Tools from the Theory of Information Losses

2021 · 2021 IEEE International Conference on Big Data (Big Data)

In this paper, we present and illustrate some new tools for rigorously analyzing training data selection methods. These tools focus on the information theoretic losses that occur when sampling data. We use this framework to …