Kiran Vodrahalli

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links

This page holds links to notes, class webpages, research groups, blogs, code, and other people’s webpages which I have found interesting and helpful. My brother is also involved in machine learning research, check out his website.


Research Groups


Blogs


Resources (Notes, Textbooks, Monographs, Classes, etc.)

Note (Sept. 2021): There are some more recent courses/notes/books that I will add when I get a chance.

High-Dimensional Probability, Geometry, and Functional Analysis

Learning Theory and Statistics

Optimal Transport

Interactive Learning

Algorithmic Theoretical Machine Learning

Algorithmic Game Theory

Theoretical Computer Science

Optimization

Graphical Models and Bayesian Inference

Natural Language Processing

Neuroscience

Deep Learning

Linear Algebra and Matrix Analysis

Analysis

Combinatorics and Discrete Math

Topology

Algebra

Functional Programming and Programming Languages

Physics

Problem Solving and Olympiad Math

Writing

Advice (on academia, productivity tips, how to’s, coding tutorials, etc…)

Tools

Other Compilations


Code