Lorenzo Gregoris
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Machine Learning
Folder: Notes/Machine-Learning
15 items under this folder.
Jul 26, 2025
Machine Learning basics
Jul 26, 2025
No Free Lunch Theorem
Jul 26, 2025
Optimization algorithms with adaptive LR
Jul 26, 2025
Overfitting and underfitting
Jul 26, 2025
Self-Supervised Learning
Jul 26, 2025
Stochastic gradient descent SGD
Jul 26, 2025
Transformer
Jul 26, 2025
Batch normalization
Jul 26, 2025
Cross Entropy
Jul 26, 2025
Dataset Augmentation
Jul 26, 2025
Generative models
Jul 26, 2025
Kullback-Leibler divergence
Jul 26, 2025
Language models
Jul 26, 2025
Linear regression
Jul 26, 2025
Logistic regression