Increasing Information Extraction in Low-Signal Regimes via Multiple Instance Learning

Atakan Azakli, Bernd Stelzer

In this work, we introduce a new information-theoretic perspective on Multiple Instance Learning (MIL) for parameter estimation with i.i.d. data, and show that MIL can outperform s…