3 papers
cs.AI2026
Mathematical Transfer in LLMs Follows Reasoning Approach More Than Topic
Sajad Goudarzi, Samaneh Zamanifard, Seyed Amin Seyed Haeri +2
When selecting mathematical training data for LLMs, a natural organizing principle is topic: probability examples for probability targets. An alternative is reasoning approach: wor…
cs.AI2026
Math Reasoning in LLMs is Organized by Approach, Not Topic
Sajad Goudarzi, Samaneh Zamanifard, Moloud Nasiri +1
Mathematical reasoning benchmarks are typically organized by topic, but language models may organize their internal computation by reusable reasoning approach instead. In this pape…
math.OC2025
A Unifying Convexification Framework for Chance-Constrained Programs with Finite Support via Bilinear Formulations over a Simplex
Danial Davarnia, Hamed Rahimian
Chance-constrained programming is a widely used framework for decision-making under uncertainty, yet its mixed-integer reformulations over a finite support involve nonconvex mixing…