• Latent Dirichlet Allocation

  15 min read   ·   December 27, 2023

  2023   ·   bayesian   topic-modeling   latent-dirichlet-allocation   lda   gibbs-sampling  

• Degenerate Dot Product Attention

  8 min read   ·   November 19, 2023

  2023   ·   machine-learning   transformers   attention   nlp   pitfall  

• Variational Inference w/ EM algorithm (Part 2)

  22 min read   ·   October 28, 2023

  2023   ·   bayesian   variational   inference   statistics   gwas   prs  

• Variational Inference w/ EM algorithm (Part 1)

  7 min read   ·   October 9, 2023

  2023   ·   bayesian   variational   inference   statistics   theory  

• LLM Finetuning w/ SMILES-BERT

  8 min read   ·   September 24, 2023

  2023   ·   machine-learning   llm   nlp   finetuning   distill