Uncertainty Quantification 1 Enter Conformal Predictors

June 2, 2026
Media Summary: Channel's GitHub page hosting Jupyter Notebook: In this video, we explore the concept of ... Recorded at PyCon DE & PyData 2025, April 23, 2025 As we begin deploying machine learning models in consequential settings like medical diagnostics or self-driving vehicles, ...

Uncertainty Quantification 1 Enter Conformal Predictors - Detailed Analysis & Overview

Channel's GitHub page hosting Jupyter Notebook: In this video, we explore the concept of ... Recorded at PyCon DE & PyData 2025, April 23, 2025 As we begin deploying machine learning models in consequential settings like medical diagnostics or self-driving vehicles, ... In this video, we dive deep into the world of Neural networks are infamous for making wrong In deep learning and computer vision, it is common for data to present certain. As we begin deploying machine learning models in ...

In this SEI Podcast, Dr. Eric Heim, a senior machine learning research scientist at the Software Engineering Institute at Carnegie ... Conformal Prediction on Quantifying Uncertainty of Dynamic Systems This is a quick video brief on a new paper published by Ni Zhan and myself on Speaker: Mahdi Consent, President, MLBoost Abstract: In today's high-stakes applications ranging from medical diagnostics to ...

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Uncertainty Quantification (1): Enter Conformal Predictors
Prediction Intervals with Conformal Inference: An Intuitive Explanation
Applied Conformal Prediction: Reliable Uncertainty Quantification for Real-World Machine Learning
Conformal Prediction: uncertainty quantification to humanise models
Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
A Tutorial on Conformal Prediction
Intro to Conformal Prediction
Uncertainty Quantification (2): Full Conformal Predictors
Quantifying the Uncertainty in Model Predictions
Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
Uncertainty Quantification in Machine Learning: Measuring Confidence in Predictions
A Tutorial on Conformal Prediction Part 2: Conditional Coverage and Diagnostics

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Uncertainty Quantification (1): Enter Conformal Predictors

Uncertainty Quantification (1): Enter Conformal Predictors

Channel's GitHub page hosting Jupyter Notebook: https://github.com/mtorabirad/MLBoost In this video, we explore the concept of ...

Prediction Intervals with Conformal Inference: An Intuitive Explanation

Prediction Intervals with Conformal Inference: An Intuitive Explanation

Get started with

Applied Conformal Prediction: Reliable Uncertainty Quantification for Real-World Machine Learning

Applied Conformal Prediction: Reliable Uncertainty Quantification for Real-World Machine Learning

Applied

Conformal Prediction: uncertainty quantification to humanise models

Conformal Prediction: uncertainty quantification to humanise models

Recorded at PyCon DE & PyData 2025, April 23, 2025 https://2025.pycon.de/program/FGEUJJ/

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

As we begin deploying machine learning models in consequential settings like medical diagnostics or self-driving vehicles, ...

A Tutorial on Conformal Prediction

A Tutorial on Conformal Prediction

This video tutorial on

Intro to Conformal Prediction

Intro to Conformal Prediction

Getting

Uncertainty Quantification (2): Full Conformal Predictors

Uncertainty Quantification (2): Full Conformal Predictors

In this video, we dive deep into the world of

Quantifying the Uncertainty in Model Predictions

Quantifying the Uncertainty in Model Predictions

Neural networks are infamous for making wrong

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

In deep learning and computer vision, it is common for data to present certain. As we begin deploying machine learning models in ...

Uncertainty Quantification in Machine Learning: Measuring Confidence in Predictions

Uncertainty Quantification in Machine Learning: Measuring Confidence in Predictions

In this SEI Podcast, Dr. Eric Heim, a senior machine learning research scientist at the Software Engineering Institute at Carnegie ...

A Tutorial on Conformal Prediction Part 2: Conditional Coverage and Diagnostics

A Tutorial on Conformal Prediction Part 2: Conditional Coverage and Diagnostics

This video tutorial on

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems

Uncertainty quantification in machine learning and nonlinear least squares regression models

Uncertainty quantification in machine learning and nonlinear least squares regression models

This is a quick video brief on a new paper published by Ni Zhan and myself on

CIS 7000: Modern Topics in Uncertainty Quantification Lecture 9

CIS 7000: Modern Topics in Uncertainty Quantification Lecture 9

We introduce the problem of

Conformal Prediction without Big Words

Conformal Prediction without Big Words

A handwavy explanation of

Uncertainty Quantification with Conformal Prediction: A Path to Reliable ML Models

Uncertainty Quantification with Conformal Prediction: A Path to Reliable ML Models

Speaker: Mahdi Consent, President, MLBoost Abstract: In today's high-stakes applications ranging from medical diagnostics to ...

What is Uncertainty Quantification (UQ)?

What is Uncertainty Quantification (UQ)?

A brief overview of