Ruoxin Wang

RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms through Curriculum Design and Graph-based Search

Randomized linear algebra (RLA) algorithms are essential for scaling scientific computing and machine learning, yet their discovery remains mostly a manual process that requires deep expert knowledge and inspiration. While Reinforcement Learning (RL) offers a pathway to automation, standard approach…