Grant Salton

Quantum Resources Required to Block-Encode a Matrix of Classical Data

2022 · arXiv (Cornell University)

We provide modular circuit-level implementations and resource estimates for several methods of block-encoding a dense $N\times N$ matrix of classical data to precision $ε$; the minimal-depth method achieves a $T$-depth of $\mathcal{O}{(\log (N/ε))},$ while the …

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 …