Elton Yechao Zhu

Iteration Complexity of Variational Quantum Algorithms

2022 · arXiv (Cornell University)

There has been much recent interest in near-term applications of quantum computers, i.e., using quantum circuits that have short decoherence times due to hardware limitations. Variational quantum algorithms (VQA), wherein an optimization algorithm implemented on …

Explainable AI using expressive Boolean formulas

2023 · arXiv (Cornell University)

We propose and implement an interpretable machine learning classification model for Explainable AI (XAI) based on expressive Boolean formulas. Potential applications include credit scoring and diagnosis of medical conditions. The Boolean formula defines a rule …