ETH Zurich, Department of Architecture.
Streamed on May 22, 2018.
Vahid Moosavi - Machine Learning and Engineering Applications
S02E08- Introduction to Representation Learning 1
Github Repo: https://github.com/sevamoo/data_driven_modeling_2018
Topics:
- Signal Processing in the context of Data Driven Modeling
- Different types of invariances
- Harmonic Analysis, Fourier Series
- Fourier transform: Working with Crystals
- Fourier transform in 1D and 2D
- Limits of designed filters
- Why deep networks can’t work with sequential Fourier transformations?