Lorenzo Gregoris
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Machine Learning
Folder: Notes/Machine-Learning
15 items under this folder.
Nov 19, 2025
Machine Learning basics
Nov 19, 2025
No Free Lunch Theorem
Nov 19, 2025
Optimization algorithms with adaptive LR
Nov 19, 2025
Overfitting and underfitting
Nov 19, 2025
Self-Supervised Learning
Nov 19, 2025
Stochastic gradient descent SGD
Nov 19, 2025
Transformer
Nov 19, 2025
Batch normalization
Nov 19, 2025
Cross Entropy
Nov 19, 2025
Dataset Augmentation
Nov 19, 2025
Generative models
Nov 19, 2025
Kullback-Leibler divergence
Nov 19, 2025
Language models
Nov 19, 2025
Linear regression
Nov 19, 2025
Logistic regression