Search Results for author: Daniele Gorla

Found 2 papers, 2 papers with code

BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables

1 code implementation • 6 Jul 2023 • Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi

We consider the problem of unfair discrimination between two groups and propose a pre-processing method to achieve fairness.

Attribute Fairness

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Code

DOCTOR: A Simple Method for Detecting Misclassification Errors

1 code implementation • NeurIPS 2021 • Federica Granese, Marco Romanelli, Daniele Gorla, Catuscia Palamidessi, Pablo Piantanida

Deep neural networks (DNNs) have shown to perform very well on large scale object recognition problems and lead to widespread use for real-world applications, including situations where DNN are implemented as "black boxes".

Object Recognition Sentiment Analysis

Paper
Code

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