Principled Machine Learning
(2022)
Journal Article
Raykov, Y. P., & Saad, D. (2022). Principled Machine Learning. IEEE Journal of Selected Topics in Quantum Electronics, 28(4), Article 0200419. https://doi.org/10.1109/JSTQE.2022.3186798
We introduce the underlying concepts which give rise to some of the commonly used machine learning methods, excluding deep-learning machines and neural networks. We point to their advantages, limitations and potential use in various areas of photonic... Read More about Principled Machine Learning.