Optimization Nuggets: Stochastic Polyak Step-size, Part 2 fa.bianp.net Post date November 18, 2023 No Comments on Optimization Nuggets: Stochastic Polyak Step-size, Part 2 External Tags optimization, proofs, SGD
Hyperparameter Tuning: Neural Networks 101 towardsdatascience.com Post date November 18, 2023 No Comments on Hyperparameter Tuning: Neural Networks 101 External Tags artificial-intelligence, hyperparameter-tuning, machine-learning, optimization, statistics
MLIR — A Global Optimization and Dataflow Analysis jeremykun.wordpress.com Post date November 15, 2023 No Comments on MLIR — A Global Optimization and Dataflow Analysis External Tags Compilers, heir, mathematics, mlir, optimization, primer, programming
Modeling the Traveling Salesman Problem from first principles medium.com Post date November 14, 2023 No Comments on Modeling the Traveling Salesman Problem from first principles External Tags data-science, logistics, operations-research, optimization, travelling-salesman
The Graph Coloring Problem: Exact and Heuristic Solutions medium.com Post date November 13, 2023 No Comments on The Graph Coloring Problem: Exact and Heuristic Solutions External Tags data-science, editors-pick, operations-research, optimization, python
DL Notes: Gradient Descent medium.com Post date November 9, 2023 No Comments on DL Notes: Gradient Descent External Tags data-science, deep learning, gradient-descent, machine-learning, optimization
Forward Pass & Backpropagation: Neural Networks 101 medium.com Post date November 4, 2023 No Comments on Forward Pass & Backpropagation: Neural Networks 101 External Tags artificial-intelligence, data-science, machine-learning, optimization, statistics
Lagrange Multipliers, KKT Conditions & Duality — Intuitively Explained towardsdatascience.com Post date November 4, 2023 No Comments on Lagrange Multipliers, KKT Conditions & Duality — Intuitively Explained External Tags getting-started, kkt, lagrange, machine-learning, optimization
Constrained Optimization and the KKT Conditions medium.com Post date October 28, 2023 No Comments on Constrained Optimization and the KKT Conditions External Tags constrained-optimization, data-science, kkt, lagrange-multiplier, optimization
Black-Box Chemical Process Optimization medium.com Post date October 24, 2023 No Comments on Black-Box Chemical Process Optimization External Tags bayesian-statistics, data-science, machine-learning, optimization, science
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