calibration_is_what_you_need

Table of Contents

• Papers

• Articles

• Kaggle

• Tutorials

• Courses

• Presentation_slides

• Researchers

• Websites

• Twitter

• TikTok

• Conferences

• Python

• R

Theses

1. An Evaluation of Calibration Methods for Data Mining Models in Simulation Problems

Papers

1. Properties and Benefits of Calibrated Classifiers
2. An Empirical Comparison of Supervised Learning Algorithms
3. On Calibration of Modern Neural Networks
4. A Conformal Prediction Approach to Enhance Predictive Accuracy and Confidence in Machine Learning Application in Chronic Diseases
5. Are Traditional Neural Networks Well-Calibrated?
6. Conformal prediction sets for ordinal classification
7. Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance Google, 2023
8. LiRank: Industrial Large Scale Ranking Models at LinkedIn (2024)

Video

1. PS3:Calibrated recommendations Harold Steck