Reading List

By @lucasdicioccio, 691 words, 0 code snippets, 157 links, 0images.

CS

Systems

nice systems

There always is a host of interesting things to learn by studying large systems.

Haskell Garbage Collection

Functional programming used to have a bad reputation of being slow mostly due to garbage-collection. The Haskell garbage-collector (GC) actually has received some care and a number of options or programming constructs allow to reduce GC pause times.

reinforcement learning

metrics and scores

NN basics

nns, llms and transformers

training, optim

reasoning

perf optim, deployment

reviews, courses and misc

Optimization

It’s a bit harder to find good blog-style material on #optimization topics. Besides articles on this site here are some links.

  • [https://arxiv.org/abs/1911.03728](an approximate dynamic programming approach for dual stochastic model predictive control)
  • [https://castle.princeton.edu/Papers/Simao_et_al_SchneiderNational.pdf](an approximate dynamic programming algorithm for large-scale fleet management: a case application (pdf))
  • Multidisciplinary optimization
  • Maximizing profitability of inventory

Mixed topics

Static and personal site technology

If you read how this blog is built, you’ll figure out that I have some affection for personal and personalized websites. Thus I collect (do not hesitate to send yours to me) other viewpoints on how they built their website.

MISC