Maximum flow and minimum-cost flow in almost-linear time

L Chen, R Kyng, YP Liu, R Peng… - 2022 IEEE 63rd …, 2022 - ieeexplore.ieee.org
We give an algorithm that computes exact maximum flows and minimum-cost flows on
directed graphs with m edges and polynomially bounded integral demands, costs, and …

Minimum cost flows, MDPs, and ℓ1-regression in nearly linear time for dense instances

J Van Den Brand, YT Lee, YP Liu, T Saranurak… - Proceedings of the 53rd …, 2021 - dl.acm.org
In this paper we provide new randomized algorithms with improved runtimes for solving
linear programs with two-sided constraints. In the special case of the minimum cost flow …

A deterministic almost-linear time algorithm for minimum-cost flow

J Van Den Brand, L Chen, R Kyng… - 2023 IEEE 64th …, 2023 - ieeexplore.ieee.org
We give a deterministic m^1+o(1) time algorithm that computes exact maximum flows and
minimum-cost flows on directed graphs with m edges and polynomially bounded integral …

Bipartite matching in nearly-linear time on moderately dense graphs

J van den Brand, YT Lee, D Nanongkai… - 2020 IEEE 61st …, 2020 - ieeexplore.ieee.org
We present an ̃O(m+n^1.5)-time randomized algorithm for maximum cardinality bipartite
matching and related problems (eg transshipment, negative-weight shortest paths, and …

Unit Capacity Maxflow in Almost Time

T Kathuria, YP Liu, A Sidford - SIAM Journal on Computing, 2022 - SIAM
We present an algorithm which given any m-edge directed graph with positive integer
capacities at most U, vertices a and b, and an approximation parameter ϵ∈(0,1) computes …

Deterministic decremental sssp and approximate min-cost flow in almost-linear time

A Bernstein, MP Gutenberg… - 2021 IEEE 62nd Annual …, 2022 - ieeexplore.ieee.org
In the decremental single-source shortest paths problem, the goal is to maintain distances
from a fixed source s to every vertex v in an m-edge graph undergoing edge deletions. In …

Negative-weight single-source shortest paths in near-linear time

A Bernstein, D Nanongkai… - 2022 IEEE 63rd annual …, 2022 - ieeexplore.ieee.org
We present a randomized algorithm that computes single-source shortest paths (SSSP) in
O\left(m\log^8(n)\logW\right) time when edge weights are integral and can be negative. 1 …

Faster maxflow via improved dynamic spectral vertex sparsifiers

J van den Brand, Y Gao, A Jambulapati… - Proceedings of the 54th …, 2022 - dl.acm.org
We make several advances broadly related to the maintenance of electrical flows in
weighted graphs undergoing dynamic resistance updates, including:(1) More efficient …

Faster sparse minimum cost flow by electrical flow localization

K Axiotis, A Mądry, A Vladu - 2021 IEEE 62nd Annual …, 2022 - ieeexplore.ieee.org
We give an ̃O(m^3/2-1/762\log(U+W)) time algorithm for minimum cost flow with capacities
bounded by U and costs bounded by W. For sparse graphs with general capacities, this is …

A faster combinatorial algorithm for maximum bipartite matching

J Chuzhoy, S Khanna - Proceedings of the 2024 Annual ACM-SIAM …, 2024 - SIAM
The maximum bipartite matching problem is among the most fundamental and well-studied
problems in combinatorial optimization. A beautiful and celebrated combinatorial algorithm …