1 citations · 2 across the 18 of their papers we have counts for
4 papers · 2 filters
Achieving Fairness and Accuracy in Regressive Property Taxation
Ozan Candogan, Feiyu Han, Haihao Lu
Regressivity in property taxation, or the disproportionate overassessment of lower-valued properties compared to higher-valued ones, results in an unfair taxation burden for Americ…
cuPDLP.jl: A GPU Implementation of Restarted Primal-Dual Hybrid Gradient for Linear Programming in Julia
Haihao Lu, Jinwen Yang
In this paper, we provide an affirmative answer to the long-standing question: Are GPUs useful in solving linear programming? We present cuPDLP.jl, a GPU implementation of restarte…
A Practical and Optimal First-Order Method for Large-Scale Convex Quadratic Programming
Haihao Lu, Jinwen Yang
Convex quadratic programming (QP) is an important class of optimization problem with wide applications in practice. The classic QP solvers are based on either simplex or barrier me…
On the Convergence of L-shaped Algorithms for Two-Stage Stochastic Programming
John R. Birge, Haihao Lu, Baoyu Zhou
In this paper, we design, analyze, and implement a variant of the two-loop L-shaped algorithms for solving two-stage stochastic programming problems that arise from important appli…