Lukas' Notes
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Tag: optimisation
33 items with this tag.
Jun 22, 2026
Support Vector Machine
machine-learning
classification
regression
optimisation
Jun 22, 2026
Subdifferential
analysis
optimisation
convex-analysis
Jun 22, 2026
Subgradient
analysis
optimisation
convex-analysis
Jun 22, 2026
Second-order Optimisation Method
optimisation
calculus
machine-learning
Jun 22, 2026
Regularisation
machine-learning
optimisation
Jun 22, 2026
Quadratic Loss
machine-learning
optimisation
Jun 22, 2026
Optimisation Method
optimisation
calculus
machine-learning
Jun 22, 2026
Normal Equations
machine-learning
linear-algebra
optimisation
Jun 22, 2026
Maximum Likelihood Estimation
statistics
machine-learning
optimisation
Jun 22, 2026
Maximum a Posteriori Estimation
statistics
machine-learning
optimisation
Jun 22, 2026
Loss
machine-learning
optimisation
Jun 22, 2026
Learning Rate
machine-learning
optimisation
Jun 22, 2026
L1 Regularisation
machine-learning
optimisation
Jun 22, 2026
L2 Regularisation
machine-learning
optimisation
Jun 22, 2026
Lagrange Multipliers
mathematics
analysis
optimisation
Jun 22, 2026
Hyperparameter Tuning
machine-learning
optimisation
Jun 22, 2026
Hyperparameter
machine-learning
optimisation
Jun 22, 2026
Hinge Loss
machine-learning
optimisation
statistics
Jun 22, 2026
Gradient Checking
machine-learning
optimisation
calculus
Jun 22, 2026
Gradient Descent
machine-learning
optimisation
calculus
Jun 22, 2026
First-order Optimisation Method
optimisation
calculus
machine-learning
Jun 22, 2026
Epigraph
analysis
optimisation
convex-analysis
Jun 22, 2026
Dual Problem
optimisation
machine-learning
Jun 22, 2026
Curriculum Learning
machine-learning
optimisation
Jun 22, 2026
Cross-Entropy Loss
machine-learning
statistics
optimisation
Jun 22, 2026
Convex Function
statistics
analysis
optimisation
Jun 22, 2026
Convex Region
analysis
topology
optimisation
Jun 22, 2026
Convex Set
analysis
optimisation
linear-algebra
Jun 22, 2026
Coin Problem
computation
algorithms
optimisation
Jun 22, 2026
Centre Selection Problem
computation
algorithms
optimisation
Jun 22, 2026
Binary Cross-Entropy Loss
machine-learning
classification
optimisation
Jun 22, 2026
Backpropagation
machine-learning
optimisation
calculus
Jun 22, 2026
Alpha-Beta Pruning
algorithm
game-theory
optimisation
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