activity
20102026
most citedUnderstanding the Cluster LP for Correlation Clustering

10 citations · 21 across the 16 of their papers we have counts for

collaborators

26 papers

math.CO2026

Fractional Dichromatic Number and Domination in Tournaments

Paul Colinot, Alantha Newman

Bourneuf, Charbit and Thomassé [BCT25] showed that the domination number of a tournament can be bounded as a function of its fractional dichromatic number. The function proved was…

cs.DS2026

Hardness and Approximation for Coloring Digraphs

Parinya Chalermsook, Harmender Gahlawat, Felix Klingelhoefer +2

The dichromatic number of a digraph is the minimum number such that can be partitioned into subsets, each inducing an acyclic digraph. The acyclic number…

cs.DS2025

Static to Dynamic Correlation Clustering

Nairen Cao, Vincent Cohen-Addad, Euiwoong Lee +7

Correlation clustering is a well-studied problem, first proposed by Bansal, Blum, and Chawla [Mach. Learn. '04]. The input is an unweighted, undirected graph. The problem is to clu…

cs.DS2025★ 1 cited

Solving the Correlation Cluster LP in Sublinear Time

Nairen Cao, Vincent Cohen-Addad, Shi Li +7

Correlation Clustering is a fundamental and widely-studied problem in unsupervised learning and data mining. The input is a graph and the goal is to construct a clustering minimizi…

cs.DS2024

Improved linearly ordered colorings of hypergraphs via SDP rounding

Anand Louis, Alantha Newman, Arka Ray

We consider the problem of linearly ordered (LO) coloring of hypergraphs. A hypergraph has an LO coloring if there is a vertex coloring, using a set of ordered colors, so that (i)…

cs.DS2024★ 10 cited

Understanding the Cluster LP for Correlation Clustering

Nairen Cao, Vincent Cohen-Addad, Euiwoong Lee +3

In the classic Correlation Clustering problem introduced by Bansal, Blum, and Chawla (FOCS 2002), the input is a complete graph where edges are labeled either or , and the g…

cs.DS2023

A PTAS for -Low Rank Approximation: Solving Dense CSPs over Reals

Vincent Cohen-Addad, Chenglin Fan, Suprovat Ghoshal +4

We consider the Low Rank Approximation problem, where the input consists of a matrix and an integer , and the goal is to find a matrix of…

cs.DS2023

Handling Correlated Rounding Error via Preclustering: A 1.73-approximation for Correlation Clustering

Vincent Cohen-Addad, Euiwoong Lee, Shi Li +1

We consider the classic Correlation Clustering problem: Given a complete graph where edges are labelled either or , the goal is to find a partition of the vertices that mini…

math.CO2023

Bounding the chromatic number of dense digraphs by arc neighborhoods

Felix Klingelhoefer, Alantha Newman

The chromatic number of a directed graph is the minimum number of induced acyclic subdigraphs that cover its vertex set, and accordingly, the chromatic number of a tournament is th…

cs.DS2023

Coloring tournaments with few colors: Algorithms and complexity

Felix Klingelhoefer, Alantha Newman

A -coloring of a tournament is a partition of its vertices into acyclic sets. Deciding if a tournament is 2-colorable is NP-hard. A natural problem, akin to that of coloring…

cs.DS2022★ 1 cited

Correlation Clustering with Sherali-Adams

Vincent Cohen-Addad, Euiwoong Lee, Alantha Newman

Given a complete graph where each edge is labeled or , the Correlation Clustering problem asks to partition into clusters to minimize the number of edges…

cs.DS2021

Voting algorithms for unique games on complete graphs

Antoine Méot, Arnaud de Mesmay, Moritz Mühlenthaler +1

An approximation algorithm for a constraint satisfaction problem is called robust if it outputs an assignment satisfying a -fraction of the constraints on any -s…

cs.DS2019

Towards Improving Christofides Algorithm on Fundamental Classes by Gluing Convex Combinations of Tours

Arash Haddadan, Alantha Newman

We present a new approach for gluing tours over certain tight, 3-edge cuts. Gluing over 3-edge cuts has been used in algorithms for finding Hamilton cycles in special graph classes…

cs.DS2018

Complex Semidefinite Programming and Max-k-Cut

Alantha Newman

In a second seminal paper on the application of semidefinite programming to graph partitioning problems, Goemans and Williamson showed how to formulate and round a complex semidefi…

cs.DS2018

Rounding semidefinite programs for large-domain problems via Brownian motion

Kevin L. Chang, Alantha Newman

We present a new simple method for rounding a semidefinite programming relaxation of a constraint satisfaction problem. We apply it to the problem of approximate angular synchroniz…

cs.DM2018

Efficient constructions of convex combinations for 2-edge-connected subgraphs on fundamental classes

Arash Haddadan, Alantha Newman

Finding the exact integrality gap for the LP relaxation of the 2-edge-connected spanning multigraph problem (2EC) is closely related to the same problem for the Held-Karp relax…

cs.DS2018

Explicit 3-colorings for exponential graphs

Adrien Argento, Pierre Charbit, Alantha Newman

For a graph and integer , two functions from into are adjacent if for all edges of , . The graph of all such f…

math.CO2017

Domination and fractional domination in digraphs

Ararat Harutyunyan, Tien-Nam Le, Alantha Newman +1

In this paper, we investigate the relation between the (fractional) domination number of a digraph and the independence number of its underlying graph, denoted by . More…

cs.DS2017★ 2 cited

Shorter tours and longer detours: Uniform covers and a bit beyond

Arash Haddadan, Alantha Newman, R. Ravi

Motivated by the well known four-thirds conjecture for the traveling salesman problem (TSP), we study the problem of {\em uniform covers}. A graph has an -uniform cove…

math.CO2017

Coloring dense digraphs

Ararat Harutyunyan, Tien-Nam Le, Alantha Newman +1

The chromatic number of a digraph is the minimum number of acyclic subgraphs covering the vertex set of . A tournament is a hero if every -free tournament has chr…

cs.DS2015

The Alternating Stock Size Problem and the Gasoline Puzzle

Alantha Newman, Heiko Röglin, Johanna Seif

Given a set S of integers whose sum is zero, consider the problem of finding a permutation of these integers such that: (i) all prefix sums of the ordering are nonnegative, and (ii…

cs.DS2014

Graph-TSP from Steiner Cycles

Satoru Iwata, Alantha Newman, R. Ravi

We present an approach for the traveling salesman problem with graph metric based on Steiner cycles. A Steiner cycle is a cycle that is required to contain some specified subset of…

cs.DS2014

An improved analysis of the Mömke-Svensson algorithm for graph-TSP on subquartic graphs

Alantha Newman

Mömke and Svensson presented a beautiful new approach for the traveling salesman problem on a graph metric (graph-TSP), which yields a -approximation guarantee on subcubic gra…

cs.DS2014

On the Configuration LP for Maximum Budgeted Allocation

Christos Kalaitzis, Aleksander Mcadry, Alantha Newman +2

We study the Maximum Budgeted Allocation problem, i.e., the problem of selling a set of indivisible goods to players, each with a separate budget, such that we maximize the…