2 citations · 5 across the 11 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.ML2024
A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation
J. Jon Ryu, Abhin Shah, Gregory W. Wornell
This paper studies a family of estimators based on noise-contrastive estimation (NCE) for learning unnormalized distributions. The main contribution of this work is to provide a un…
econ.EM2024★ 1 cited
Doubly Robust Inference in Causal Latent Factor Models
Alberto Abadie, Anish Agarwal, Raaz Dwivedi +1
This article introduces a new estimator of average treatment effects under unobserved confounding in modern data-rich environments featuring large numbers of units and outcomes. Th…