ETH Zurich, Department of Architecture. Streamed on April 17, 2018. Vahid Moosavi - Machine Learning and Engineering Applications
S02E05- From PCA to AutoEncoders Github Repo: https://github.com/sevamoo/data_driven_modeling_2018 Topics: - Linear Transformations - PCA - Overcomplete representations: PCA in comparison to SOM, K-Means - Centralized representation Vs. Distributed representation - Auto-Encoders - Deep Auto-Encoders - Thinking about “computational graphs”