List: Uncertainty | Curated by Aleksander Molak | Medium

Aleksander Molak

Sep 27, 2023

6 stories

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Uncertainty

Valeriy Manokhin, PhD, MBA, CQF

Jackknife+ — a Swiss knife of Conformal Prediction for regression

A while back in my article ‘How to predict quantiles in a more intelligent way (or ‘Bye-bye quantile regression, hello Conformalized…

Aug 4, 2023

Jackknife+ — a Swiss knife of Conformal Prediction for regression

Aug 4, 2023

Valeriy Manokhin, PhD, MBA, CQF

Does NGBoost work? Evaluating NGBoost against key criteria for good probabilistic prediction

In one of my previous articles “How to evaluate probabilistic forecasts”, I have illustrated how to evaluate probabilistic predictors using…

Nov 4, 2022

Does NGBoost work? Evaluating NGBoost against key criteria for good probabilistic prediction

Nov 4, 2022

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Matthew Prasad Burruss

Detecting Weird Data: Conformal Anomaly Detection

Weird data is important. Often in data science, the goal is to discover trends in the data. However, consider doctors looking at images of…

May 12, 2020

Detecting Weird Data: Conformal Anomaly Detection

May 12, 2020

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Michael Bronstein

Learning on graphs with missing features

Feature Propagation is a simple and surprisingly efficient solution for learning on graphs with missing node features

Feb 3, 2022

Learning on graphs with missing features

Feb 3, 2022

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Michael Bronstein

Learning on graphs with missing features

Feature Propagation is a simple and surprisingly efficient solution for learning on graphs with missing node features

Feb 3, 2022

Learning on graphs with missing features

Feb 3, 2022

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Zachary Warnes

How to Add Uncertainty Estimation to your Models with Conformal Prediction

Why conformal prediction for uncertainty estimation can improve your predictions

Jul 25, 2021

How to Add Uncertainty Estimation to your Models with Conformal Prediction

Jul 25, 2021

Aleksander Molak

Aleksander Molak

Book Author

Researcher, Educator, Author, Advisor || Causality, NLP & Probabilistic Modeling || Learn more: bit.ly/learn-more-medium

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