Aggregating Data for Optimal and Private Learning

Sushant Agarwal, Yukti Makhija, Rishi Saket +1

Multiple Instance Regression (MIR) and Learning from Label Proportions (LLP) are learning frameworks arising in many applications, where the training data is partitioned into disjo…