An Elementary Introduction to Information Geometry
franknielsen.github.io · 27,170 words · saved by 1 readers
N/A
# link_1dh8d6ip2jp.pdf ## Metadata - PDFFormatVersion=1.7 - IsLinearized=false - IsAcroFormPresent=false - IsXFAPresent=false - IsCollectionPresent=false - IsSignaturesPresent=false - Author=Frank Nielsen - CreationDate=D:20201022230013+08'00' - Creator=LaTeX with hyperref package - Keywords=differential geometry; metric tensor; affine connection; metric compatibility; conjugate connections; dual metric-compatible parallel transport; information manifold; statistical manifold; curvature and flatness; dually flat manifolds; Hessian manifolds; exponential family; mixture family; statistical dive
saved by
related reading
- Statistical Mechanics of Deep Learningganguli-gang.stanford.edu
- Lewis Smith - A gentle introduction to information geometryrobots.ox.ac.uk
- gstom.pdfmath.umd.edu
- Napkin.pdfvenhance.github.io
- Short Notes on Divergence Measuresdanilorezende.com
- Entropy + Algebra + Topology = ?math3ma.com
- Differential geometry of MLresearch.fal.ai
- Introduction to Inverse Problemsstat.uchicago.edu
- fundamental_theorem_of_riemannian_geometry.pdfpeople.math.harvard.edu
- 1404.5690.pdfarxiv.org
- notes.pdfjingbol.web.illinois.edu
- [2206.07867] A visual introduction to information theoryarxiv.org