#continuous algebraic systems

topiccontinuous algebraic systems

1 paper · 1 filter

cs.LG2026

When Do Learned Diffusion Proposals Help Constraint Solving? A Controlled Study on Continuous Algebraic Systems

Quang Bui, Sparsh Roy, Akash Gundimeda +1

The paper studies when graph‑neural diffusion proposals improve solving continuous algebraic constraint systems, comparing learned proposals to random multi‑start baselines and ide…