Experiments about the MI estimator, MI maximization, etc.
Proof of the bias-variance tradeoff of the models.
Foundamental theories lying under the Mutual Information Maximization.
Mutual Information Maximization concept, theory, application in Deep Learning.
notes on paper "InfoGraph - Unsupervised and Semi-Supervised Graph-Level Representation Learning via Mutual Information Maximization"
notes on paper "Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity"
Bert paper notes.
ELMo paper notes.
RSA algorithm in cryptology.
Intriguing definitions of subgraphs.