This paper proposes a novel methodology for cost-efficient optimization of microwave circuits. The design task at hand is the identification of the solution that minimizes the assumed scalar cost ...

Dimensionality reduction is a fundamental task in modern data science. Several projection methods specifically tailored to take into account the non-linearity of the data via local embeddings have ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...