LLM-based agents for machine learning engineering (MLE) predominantly rely on tree search, a form of gradient-free optimization that uses scalar validation scores to rank candidates. As LLM reasoning ...

Abstract: Charging station location and capacity optimization is a critical issue in the field of electric vehicle (EV) infrastructure planning as it involves multiple objectives and constraints. In ...

Ecosia promises to plant trees every time you search—but is it the real deal or just green marketing? We dig into how it works, where the money goes, and whether your clicks truly make an impact. Find ...

Abstract: The advent of Software Defined Networking (SDN) and Network Function Virtualization (NFV) has revolutionized the deployment of software-based routing and forwarding devices in cloud and ...