combinatorial optimization 1interior-point method 1primal-dual algorithm 1semidefinite programming 1tensor-train decomposition 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.OC2026
An Inexact Tensor-Train Primal-Dual Interior-Point Method for Semidefinite Programs
Frederik Kelbel, Sergey Dolgov, Dante Kalise +1
The paper proposes a primal‑dual interior‑point algorithm that uses tensor‑train decompositions to efficiently solve large semidefinite programs, providing convergence analysis and…
cs.LG2025
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
Daniel Furelos-Blanco, Charles Pert, Frederik Kelbel +3
Training general agents to follow complex instructions (tasks) in intricate environments (levels) remains a core challenge in reinforcement learning. Random sampling of task-level…