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