Encoding Causal Macrovariables

29 November 2021

Papers citing "Encoding Causal Macrovariables"

12 / 12 papers shown

Title
Causality for Machine Learning Bernhard Schölkopf CML AI4CE LRM 82 461 0 24 Nov 2019
On Mutual Information Maximization for Representation Learning Michael Tschannen Josip Djolonga Paul Kishan Rubenstein Sylvain Gelly Mario Lucic SSL 159 494 0 31 Jul 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 115 1,466 0 29 Nov 2018
When the map is better than the territory Erik P. Hoel 46 116 0 30 Dec 2016
Information Dropout: Learning Optimal Representations Through Noisy Computation Alessandro Achille Stefano Soatto OOD DRL SSL 57 401 0 04 Nov 2016
Review of Fall Detection Techniques: A Data Availability Perspective Shehroz S. Khan Jesse Hoey 30 36 0 30 May 2016
Discovering Causal Signals in Images David Lopez-Paz Robert Nishihara Soumith Chintala Bernhard Schölkopf Léon Bottou CML 40 225 0 26 May 2016
Multi-Level Cause-Effect Systems Krzysztof Chalupka Pietro Perona F. Eberhardt CML 44 56 0 25 Dec 2015
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 189 1,582 0 09 Mar 2015
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 83 140 0 07 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 439 16,940 0 20 Dec 2013
Deep Learning of Representations: Looking Forward Yoshua Bengio 215 682 0 02 May 2013