Writing
Writing
Notes and writing
Short notes on diffusion, probability, and adjacent topics. I use this page for technical explanations and research-adjacent writing that do not belong on the publications list.
From EM to the ELBO
expectation-maximization
variational inference
generative modeling
Learning Embeddings with Diffusion Models
diffusion
discrete data
representation learning
Posterior Flows for Diffusion Models
diffusion
posterior sampling
guidance
Expectation-Maximization, from Latent Variables to Speech
expectation-maximization
hidden markov models
speech recognition
Doob’s h-Transform and Conditional Markov Chains
diffusion
markov chains
continuous-time processes
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