About A collection of AWESOME things about information geometry Topics

Code accompanying our papers on the "Generative Distributional Control" framework

Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.

Official code for Fisher information embedding for node and graph learning (ICML 2023)

Embedding language models in probability space via log-likelihood vectors

Fisher-Bures Adversary Graph Convolutional Networks

PyTorch implementation of α-geodesical skew divergence

Picture of the Space of Learnable Tasks (ICML 23)

this project is a simulation of Signal Detection for Ultra-Massive MIMO: An Information Geometry Approach paper. This is my project for Detection and Estimation class.

Essential Books for Computer Science

Trainer for manifold-valued Hidden Markov Models

Official implementation of the paper "Pseudo-Non-Linear Data Augmentation via Energy Minimization"

Code for a talk about applications in information geometry.

This repository contains coursework and project materials for an advanced course on Information Geometry, Statistics and Learning. It includes problem set solutions and a final project exploring Information geometry and it's applications. The work bridges differential geometry with statistics and machine learning.

Landing page for the SMiG Lab

Visualizations of the Bernstein–von Mises theorem

Fisher Flow: A unified information-geometric framework for sequential inference revealing how modern optimizers (Adam, Natural Gradient, K-FAC, EWC) emerge as special cases of Fisher information propagation

The Golomb Universe

Adrian Millea - academic website

Categorical model of subjective observer collapse and cognitive projections.