Fisher Information
A gentle introduction to Fisher Information and its applications in machine learning. Slides uploaded, post coming soon!
References:
1. https://agustinus.kristia.de/techblog/
2. https://towardsdatascience.com/natural-gradient-ce454b3dcdfa
3. https://arxiv.org/pdf/1705.01064.pdf
4. https://people.missouristate.edu/songfengzheng/Teaching/MTH541/Lecture%20notes/Fisher_info.pdf
5. https://jmlr.csail.mit.edu/papers/volume18/15-104/15-104.pdf
6. https://web.stanford.edu/group/sisl/k12/optimization/MO-unit4-pdfs/4.10applicationsofhessians.pdf
7. https://www.pnas.org/content/pnas/114/13/3521.full.pdf