Anastasios N. Angelopoulos | DeepAI

AI Chat

Featured Co-authors

Michael I. Jordan
283 publications
Jitendra Malik
139 publications
Gordon Wetzstein
63 publications
Emmanuel J. Candès
39 publications
Ryan J. Tibshirani
38 publications
Yaniv Romano
35 publications
Lihua Lei
24 publications
Stephen Bates
18 publications
Tijana Zrnic
16 publications
Thayer Alshaabi
12 publications
Julien N. P. Martel
9 publications

∙ 07/31/2023

Conformal PID Control for Time Series Prediction

We study the problem of uncertainty quantification for time series predi...

0 Anastasios N. Angelopoulos, et al. ∙

∙ 07/05/2022

Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets

The regulatory approval and broad clinical deployment of medical AI have...

0 Charles Lu, et al. ∙

∙ 02/10/2022

Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging

Image-to-image regression is an important learning task, used frequently...

4 Anastasios N. Angelopoulos, et al. ∙

∙ 02/08/2022

Conformal prediction for the design problem

In many real-world deployments of machine learning, we use a prediction ...

1 Clara Fannjiang, et al. ∙

∙ 10/03/2021

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

We introduce Learn then Test, a framework for calibrating machine learni...

44 Anastasios N. Angelopoulos, et al. ∙

∙ 07/15/2021

A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Black-box machine learning learning methods are now routinely used in hi...

13 Anastasios N. Angelopoulos, et al. ∙

∙ 02/11/2021

Private Prediction Sets

In real-world settings involving consequential decision-making, the depl...

8 Anastasios N. Angelopoulos, et al. ∙

∙ 04/07/2020

Event Based, Near Eye Gaze Tracking Beyond 10,000Hz

Fast and accurate eye tracking is crucial for many applications. Current...

0 Anastasios N. Angelopoulos, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world