Abstract: Algorithms for finding minimum or bounded vertex covers in graphs use a branch-and-reduce strategy, which involves exploring a highly imbalanced search tree. Prior GPU solutions assign ...

An arithmetic sequence is a sequence of numbers in which each number is obtained by adding a constant value to the previous number. Arithmetic sequences are linear. That is, they form a straight line ...

AgentSwarm is a next-generation agentic orchestration framework designed to solve the critical issues of Context Pollution and Complex Orchestration in multi-agent systems. Unlike chat-based ...

The amplituhedron is a geometric shape with an almost mystical quality: Compute its volume, and you get the answer to a central calculation in physics about how particles interact. Now, a young ...

A particle in quantum mechanics can escape thermalization in the presence of a random potential, a phenomenon known as Anderson localization. The properties of the Anderson localization transition ...

Monte-Carlo Tree Search (MCTS) except applied to directed graphs instead of trees, "Monte-Carlo Graph Search" ("MCGS"), is sometimes considered to be pretty tricky to implement in a sound way.

In this work, we study the phenomenon of catastrophic forgetting in the graph representation learning scenario. The primary objective of the analysis is to understand whether classical continual ...