Online training

(à venir)

Lectures

• A Survey of Algorithms and Analysis for Adaptive Online Learning

• Online Learning and Stochastic Approximations

• Sparse Online Learning via Truncated Gradient

• Fast Rates in Statistical and Online Learning

• Mondrian Forests: Efficient Online Random Forests

• The Mondrian Process

• Extremely randomized trees

• Approximation Vector Machines for Large-scale Online Learning

• Online Learning to Rank with Top-k Feedback

• Online Learning for Matrix Factorization and Sparse Coding

• Online Sufficient Dimension Reduction Through Sliced Inverse Regression

• Online PCA with Optimal Regret

• Online machine learning

Modules

• scikit-garden

• scikit-multiflow

• creme

Optimisation des hyperparamètres Overfitting