AutoLog: Anomaly detection by deep autoencoding of system logs

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.2K citations

Term-weighting approaches in automatic text retrieval

Gerard Salton, Chris Buckley · Information Processing & Management · 1988 · 9.3K citations

Natural Language Processing, Engineering, Information Retrieval +10

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.8K citations

Mathematical Programming, Engineering, Machine Learning +21

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

VincentPascal, LarochelleHugo, LajoieIsabelle et al. · Journal of Machine Learning Research · 2010 · 4.1K citations

Artificial Intelligence, Local Denoising Criterion, Convolutional Neural Network +15

An Introduction to Variational Autoencoders

Diederik P. Kingma, Max Welling · Foundations and Trends® in Machine Learning · 2019 · 2.3K citations · Full text