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20202024
most citedOn Learning Continuous Pairwise Markov Random Fields

2 citations · 5 across the 11 of their papers we have counts for

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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…