Hasard et robustesse

Notebooks

• Intuition derrière l’érosion des modèles

• Validation croisée

Lectures

• Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models

• No Unbiased Estimator of the Variance of K-Fold Cross-Validation

• Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife

• Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests

• Bootstrap-Based Regularization for Low-Rank Matrix Estimation

• Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests