Open in app
Home
Notifications
Lists
Stories

Write
Léo Dreyfus-Schmidt
Léo Dreyfus-Schmidt

Home

Published in data from the trenches

·Oct 1, 2020

Measuring Models’ Uncertainty: Conformal Prediction

For designing machine learning (ML) models as well as for monitoring them in production, uncertainty estimation on predictions is a critical asset. It helps identify suspicious samples during model training in addition to detecting out-of-distribution samples at inference time. In this blog post, we introduce the conformal prediction framework. It…

Uncertainty

10 min read

Measuring Models’ Uncertainty with Conformal Prediction
Measuring Models’ Uncertainty with Conformal Prediction

Published in data from the trenches

·Aug 31, 2017

This is Data from the Trenches, and we’re here to take you down into the nitty gritty of the data…

This is Data from the Trenches, and we’re here to take you down into the nitty gritty of the data science world. So welcome. We hope you’re ready to get your hands dirty (metaphorically speaking). Who is down here in the trenches, you ask (i.e., why should you listen to…

Data Science

2 min read

Léo Dreyfus-Schmidt

Léo Dreyfus-Schmidt

data scientist, mathematician, and something fun

Following
  • Alexandre Abraham

    Alexandre Abraham

  • Pierre-Louis Bescond

    Pierre-Louis Bescond

  • Jeremy Stanley

    Jeremy Stanley

  • Jean-Yves Gérardy

    Jean-Yves Gérardy

  • Fedor Z

    Fedor Z

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Knowable