Tag
markov-chains
- Jul 3, 2026 Forward Diffusion as Closed-Form Gaussian Corruption How a fixed Markov chain turns any sample into noise in a fixed number of steps, why the cumulative transform is Gaussian in closed form, and what that buys for training. deep learning
- Aug 4, 2025 Entropy Rate of a Markov Source and the Value of Context Why the per-symbol cost of a source with memory is not its order-0 entropy, how the entropy rate is computed from a transition matrix, and what context models capture that frequency tables cannot. computation theory