Preface Part 1: Introduction Chapter 1: Introducing Conformal Prediction Chapter 2: Overview of Conformal Prediction Part 2: Conformal Prediction Framework Chapter 3: Fundamentals of Conformal Prediction Chapter 4: Validity and Efficiency of Conformal Prediction Chapter 5: Types of Conformal Predictors Part 3: Applications of Conformal Prediction Chapter 6: Conformal Prediction for Classification Chapter 7: Conformal Prediction for Regression Chapter 8: Conformal Prediction for Time Series and Forecasting Chapter 9: Conformal Prediction for Computer Vision Chapter 10: Conformal Prediction for Natural Language Processing Part 4: Advanced Topics Chapter 11: Handling Imbalanced Data Chapter 12: Multi-Class Conformal Prediction Index Other Books You May Enjoy