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Glossary.md

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Glossary for Machine Learning / Deep Learning / Artificial Intelligence

Term Definition
AGD Accelerated Gradient Descent
FOSP First Order Stationary Points
GANs Generative adversarial networks
GD Gradient Descent
GL Group LASSO
IPMs Integral Probability Metrics
MMCs maximum-margin classifiers
OLS Ordinary Least Squares
NGD Noisy Gradient Descent
Ra Relativistic average (re: GANs)
Rp Relativistic paired (re: GANs)
SGD Stochastic Gradient Descent
SOSP Second Order Stationary Points
SVMs Support Vector Machines
TV Total variation

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