Search Results for author: Hannah Helgesen

Found 2 papers, 0 papers with code

Certainty In, Certainty Out: REVQCs for Quantum Machine Learning

no code implementations16 Oct 2023 Hannah Helgesen, Michael Felsberg, Jan-Åke Larsson

The field of Quantum Machine Learning (QML) has emerged recently in the hopes of finding new machine learning protocols or exponential speedups for classical ones.

Quantum Machine Learning

Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration

no code implementations7 Jun 2023 Emanuel Sanchez Aimar, Hannah Helgesen, Yonghao Xu, Marco Kuhlmann, Michael Felsberg

Long-tailed semi-supervised learning (LTSSL) represents a practical scenario for semi-supervised applications, challenged by skewed labeled distributions that bias classifiers.

Data Augmentation

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