Calculating the Mean
I thought means were simple. I was wrong.
A tutorial on Bayesian Belief Bellman equations
And Information Directed Sampling
The Stochastic Chain Rule
A Tutorial on Itô's Lemma
The Price of Belief
Deriving Probability from Rationality
In what sense is Bayesian updating optimal?
Minimizing Surprise Leads to Bayes' Rule
A Tutorial on Ciphers
From Caesar to a Simplified Enigma
Typicality
In high dimensions, typical is unintuitive
Score functions, denoising and diffusion
Diffusion is just stacked denoising score matching!
Graph enumeration
The orderly enumeration of graphs
The fable of the caterpillar
A fun intro to my masters topic; abstraction for efficient reinforcment learning.
Causal calculus
A connection between causal inference and gradients?
Deep learning
An intro to deep learining for COMP421.
Representations within linear algebra
We can use linear algebra to represent; linear operators, algebras, computations, symmetry and more.