diff --git a/ufldl_history.md b/ufldl_history.md index 4cc2e192b..913dbc184 100644 --- a/ufldl_history.md +++ b/ufldl_history.md @@ -6,6 +6,10 @@ https://discord.com/channels/729741769192767510/730095596861521970/1206121483877 *TODO: Combine this with papers from the [anthology](https://github.com/dmarx/anthology-of-modern-ml/blob/main/README.md) to provide some structure to the "treat this like a textbook" stuff* +#### Historical context + +* 1991 - "Nonlinear principal component analysis using autoassociative neural networks" - Mark A. Kramer +* 2006 - "Reducing the Dimensionality of Data with Neural Networks" - Geoff Hinton, R. R. Salakhutdinov * 2013 - ["Auto-Encoding Variational Bayes"](https://arxiv.org/abs/1312.6114) - Diederik P Kingma, Max Welling ## Feature Engineering