Analyzing and Improving the Optimization Landscape of Noise-Contrastive
Estimation

Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation

21 October 2021

Pradeep Ravikumar

Andrej Risteski

Papers citing "Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation"

6 / 6 papers shown

Title
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 69 0 0 04 Feb 2025
InfoNCE: Identifying the Gap Between Theory and Practice E. Rusak Patrik Reizinger Attila Juhos Oliver Bringmann Roland S. Zimmermann Wieland Brendel 60 7 0 28 Jun 2024
Heavy-tailed Streaming Statistical Estimation Che-Ping Tsai Adarsh Prasad Sivaraman Balakrishnan Pradeep Ravikumar 39 10 0 25 Aug 2021
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 244 167 0 18 Oct 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 110 2,385 0 13 Jun 2019
Bregman divergence as general framework to estimate unnormalized statistical models Michael U. Gutmann J. Hirayama 37 79 0 14 Feb 2012

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