1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.ST2024
Sample-Efficient Linear Regression with Self-Selection Bias
Jason Gaitonde, Elchanan Mossel
We consider the problem of linear regression with self-selection bias in the unknown-index setting, as introduced in recent work by Cherapanamjeri, Daskalakis, Ilyas, and Zampetaki…
cs.LG2023★ 1 cited
A Unified Approach to Learning Ising Models: Beyond Independence and Bounded Width
Jason Gaitonde, Elchanan Mossel
We revisit the problem of efficiently learning the underlying parameters of Ising models from data. Current algorithmic approaches achieve essentially optimal sample complexity whe…