Search Results for author: Alireza Javanmardi

Found 3 papers, 3 papers with code

Conformalized Credal Set Predictors

1 code implementation16 Feb 2024 Alireza Javanmardi, David Stutz, Eyke Hüllermeier

Credal sets are sets of probability distributions that are considered as candidates for an imprecisely known ground-truth distribution.

Conformal Prediction Natural Language Inference +1

Conformal Prediction with Partially Labeled Data

1 code implementation1 Jun 2023 Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier

While the predictions produced by conformal prediction are set-valued, the data used for training and calibration is supposed to be precise.

Conformal Prediction Weakly-supervised Learning

Conformal Prediction Intervals for Remaining Useful Lifetime Estimation

1 code implementation30 Dec 2022 Alireza Javanmardi, Eyke Hüllermeier

The main objective of Prognostics and Health Management is to estimate the Remaining Useful Lifetime (RUL), namely, the time that a system or a piece of equipment is still in working order before starting to function incorrectly.

Conformal Prediction Management +3

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