There are some obvious big picture issues that stand between us and useful quantum computing. Issues like whether we can make ...

Large language models can write essays, solve math problems, and generate computer code, but it’s not fully understood how ...

Abstract: Rare class problems are common in real-world applications across a wide range of domains. Standard classification algorithms are known to perform poorly in these cases, since they focus on ...

Abstract: This article considers distributed nonconvex optimization for minimizing the sum of local cost functions by using local information exchange. In order to avoid continuous communication among ...