Machine Learning Theory

Machine Learning Theory

Creator

Creator

Seong-lae Cho

Created

Created

2019 Nov 5 3:14

Editor

Editor

Seong-lae Cho

Edited

Edited

2024 Oct 28 12:49

Refs

Refs

Statistical Model

ML Theory Types

Supervised Learning

Unsupervised learning

Reinforcement Learning

Inductive Learning

Transduction Learning

Progressive Learning

Continual Learning

Representation Learning

Predictive learning

Sequence learning

ML Theory Notion

Learning Hypothesis

Unknown Target Function

Logistic Multinomial Classification

Maximum Likelihood Estimation

Closed-form Solution

Automatic Differentiation

Recommendations

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