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04/15/2023
Learning To Optimize Quantum Neural Network Without Gradients
Quantum Machine Learning is an emerging sub-field in machine learning wh...
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04/28/2022
BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms
Barren plateaus are a notorious problem in the optimization of variation...
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01/24/2022
Cobol2Vec: Learning Representations of Cobol code
There has been a steadily growing interest in development of novel metho...
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11/17/2021
CONFAIR: Configurable and Interpretable Algorithmic Fairness
The rapid growth of data in the recent years has led to the development ...
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02/22/2021
Coping with Mistreatment in Fair Algorithms
Machine learning actively impacts our everyday life in almost all endeav...
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02/10/2021