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Wiki-Trends

Todo

Coding and Experiments

  1. Clean and separate the base code in jl file : documentation, using should work, maybe create custom types, etc.
  2. Systemetize the simulation - obtain many plots with different choices of SNR, generating initial graphs, generating b vector (see the GTF paper for 3 versions)
  • Evaluation metrics: PR curve, KL divergence (differential entropy), 2-norm (or infty norm) btw a
  • Interesting regimes: sparse graphs, dense graphs, larger graphs (trends in eval metrics over time)
  1. Datasets: hep citations, wikipedia

Writing

  1. Filling out the model @JS
  2. Optimization details (derivations in supplement) @AC
  3. Intro & Related Work @JS
  4. Write up experiments - later