SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers

Documenti analoghi

• Sufficiently Regularized Nonnegative Quartic Polynomials are Sum-of-Squares
  di: Zhu, Wenqi, et al.
  Pubblicazione: (2026)
• Global Convergence of High-Order Regularization Methods with Sums-of-Squares Taylor Models
  di: Zhu, Wenqi, et al.
  Pubblicazione: (2024)
• A Parameter-Free First-Order Algorithm for Non-Convex Optimization with $\tilde{\mkern1mu O}(ε^{-5/3})$ Global Rate
  di: Xiong, Sichao, et al.
  Pubblicazione: (2026)
• Quadratic Objective Perturbation: Curvature-Based Differential Privacy
  di: Cortild, Daniel, et al.
  Pubblicazione: (2026)
• On the Neural Feature Ansatz for Deep Neural Networks
  di: Tansley, Edward, et al.
  Pubblicazione: (2025)