Tutorial on Conformal Prediction

FEMTO

9:00-13:00, April 25, 2023

The goal of this tutorial is to provide a detailed introduction to conformal prediction, a popular uncertainty quantification method in machine learning.

Lecturers

Claire Boyer
Assistant Professor, LPSM, Paris Sorbonne Université

Margaux Zaffran
PhD Candidate, EDF, Inria, CMAP, École Polytechnique

Material

You will find below:

Schedule

(breaks not indicated)

Day Time Program
Tuesday Tutorial on CP
Lecture Slides
Lab: Implementing CP
Lab version: python notebook on CP
Corrected version: python notebook on CP
Implementing CP for classification
Lab version: python notebook on CP
Corrected version: python notebook on CP

Using Colab

1. Log in using your Google account

2. Introduction to Google Colab

This notebook covers the basic features of Google Colab.