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cs.LG2022
GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data Sources
Angeela Acharya, Siddhartha Sikdar, Sanmay Das +1
Individual-level data (microdata) that characterizes a population, is essential for studying many real-world problems. However, acquiring such data is not straightforward due to co…
cs.LG2012★ 1 cited
Near-Optimal Target Learning With Stochastic Binary Signals
Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail
We study learning in a noisy bisection model: specifically, Bayesian algorithms to learn a target value V given access only to noisy realizations of whether V is less than or great…