13 citations · 13 across the 5 of their papers we have counts for
6 papers
A warmstarting technique for general conic optimization in interior point methods
Yuwen Chen, Paul Goulart, Colin Jones
We propose a novel warmstarting method for primal-dual interior point methods based on a smoothing operator that generates a starting point on the central path from the previous op…
CuClarabel: GPU Acceleration for a Conic Optimization Solver
Yuwen Chen, Danny Tse, Parth Nobel +2
We present the GPU implementation of the general-purpose interior-point solver Clarabel for convex optimization problems with conic constraints. We introduce a mixed parallel compu…
Clarabel: An interior-point solver for conic programs with quadratic objectives
Paul J. Goulart, Yuwen Chen
We present a general-purpose interior-point solver for convex optimization problems with conic constraints. Our method is based on a homogeneous embedding method originally develop…
An Efficient IPM Implementation for A Class of Nonsymmetric Cones
Yuwen Chen, Paul Goulart
We present an efficient implementation of interior point methods for a family of nonsymmetric cones, including generalized power cones, power mean cones and relative entropy cones,…
A Unified Early Termination Technique for Primal-dual Algorithms in Mixed Integer Conic Programming
Yuwen Chen, Catherine Ning, Paul Goulart
We propose an early termination technique for mixed integer conic programming for use within branch-and-bound based solvers. Our approach generalizes previous early termination res…
Burer-Monteiro ADMM for Large-scale SDPs
Yuwen Chen, Paul Goulart
We propose a bilinear decomposition for the Burer-Monteiro method and combine it with the standard Alternating Direction Method of Multipliers algorithm for semidefinite programmin…