Zzong's Notes

방문

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Optimization

노트 편집 ↗

노트 31개

alternating direction method of multipliers
- statistic
- optimization
Bayesian Optimization
- machine_learning
- hyperparameter
BFGS
bias correction
- optimization
bound optimization
- optimization
convex function
- optimization
double descent
- deep_learning
Early Stopping
- machine_learning
empirical risk minimization
global minimum
- optimization
- machine_learning
gradient
- calculus
- differentitation
gradient descent
Gradient-based One-Side Sampling
- optimization
Grid Search
- machine_learning
- hyperparameter_optimization
hyperparameter
- machine_learning
Hyperparameter Optimization
Jensen's inequality
- optimization
KL annealing
- optimization
Lagrange multiplier method
- optimization
mean field approximation
- bayesian_inference
- optimization
Momentum
- optimization
Newton-Raphson method
- machine_learning
- optimization
Optimization algorithms
optimization problem
- optimization
Pareto efficiency
quasi-Newton method
- optimization
Random search
- machine_learning
- hyperparameter_optimization
stochastic gradient descent
- machine_learning
- optimization
Vanishing and Exploding Gradients
- deep_learning
variational EM algorithm
- optimization
- bayesian_inference
weight decay
- deep_learning