89 citations · 357 across the 36 of their papers we have counts for
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math.OC2022★ 1 cited
Learning context-aware adaptive solvers to accelerate quadratic programming
Haewon Jung, Junyoung Park, Jinkyoo Park
Convex quadratic programming (QP) is an important sub-field of mathematical optimization. The alternating direction method of multipliers (ADMM) is a successful method to solve QP.…
math.OC2022★ 1 cited
Neural Solvers for Fast and Accurate Numerical Optimal Control
Federico Berto, Stefano Massaroli, Michael Poli +1
Synthesizing optimal controllers for dynamical systems often involves solving optimization problems with hard real-time constraints. These constraints determine the class of numeri…