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Quantum computing has emerged as a promising paradigm that offers potential solutions to complex computational problems intractable for classical computers. Over the last few years, there has been a surge of interest in exploring the application of quantum algorithms in various fields, including High Energy Physics (HEP). This talk aims to provide an overview of quantum machine learning...