Elijah's Notes

optimization

8 items with this tag.

  • Aug 01, 2026

    Matrix Calculus for Machine Learning

    • matrix-calculus
    • gradients
    • jacobians
    • hessians
    • optimization
    • backpropagation
  • Aug 01, 2026

    Numerical Optimization for Machine Learning

    • optimization
    • gradient-descent
    • sgd
    • momentum
    • adam
    • learning-rate-schedules
  • May 25, 2025

    Optimizing GPU Kernels

    • gpu
    • kernel
    • optimization
    • cuda
    • triton
  • May 10, 2025

    Modeling and Scaling Performance with Roofline

    • roofline
    • performance
    • optimization
    • gpu
    • bandwidth
    • compute-bound
    • arithmetic-intensity
    • gqa
    • kv-cache
  • Aug 04, 2024

    Linear Programming Fundamentals and Applications in Optimization

    • linear-systems
    • linear-programs
    • optimization
  • May 10, 2024

    Dynamic Programming

    • dynamic-programming
    • optimization
    • algorithm-analysis
    • topological-sorting
  • Mar 29, 2024

    Stable Matching Algorithms and Proofs in Computer Science

    • matching
    • stable-matching
    • gale-shapley
    • proof-techniques
    • complexity-analysis
    • optimization
  • Jan 10, 2024

    Hard Lessons Learned: Windows RtlZeroMemory

    • rtlzeromemory
    • interrupt-handling
    • windows
    • optimization
    • debugging

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