activity
20132023
most citedIs Learning to Rank Worth It? A Statistical Analysis of Learning to Rank Methods

4 citations · 7 across the 8 of their papers we have counts for

collaborators

13 papers

cs.CC2023

Minimum Separator Reconfiguration

Guilherme C. M. Gomes, Clément Legrand-Duchesne, Reem Mahmoud +4

We study the problem of reconfiguring one minimum --separator into another minimum --separator in some -vertex graph containing two non-adjacent vertices…

cs.DM2022★ 1 cited

Weighted Connected Matchings

Guilherme C. M. Gomes, Bruno P. Masquio, Paulo E. D. Pinto +2

A matching is a -matching if the subgraph induced by the endpoints of the edges of satisfies property . As examples, for appropriate choices of $\…

cs.DM2021

Disconnected Matchings

Guilherme C. M. Gomes, Bruno P. Masquio, Paulo E. D. Pinto +2

In 2005, Goddard, Hedetniemi, Hedetniemi and Laskar [Generalized subgraph-restricted matchings in graphs, Discrete Mathematics, 293 (2005) 129 - 138] asked the computational comple…

cs.DS2020

On structural parameterizations of the selective coloring problem

Guilherme C. M. Gomes, Vinicius F. dos Santos

In the Selective Coloring problem, we are given an integer , a graph , and a partition of into parts, and the goal is to decide whether or not we can pick exactly…

cs.DS2020

Parameterized algorithms for locating-dominating sets

Márcia R. Cappelle, Guilherme C. M. Gomes, Vinicius F. dos Santos

A locating-dominating set of a graph is a dominating set of where each vertex not in has a unique neighborhood in , and the Locating-Dominating Set problem asks…

cs.DS2020

FPT and kernelization algorithms for the k-in-a-tree problem

Guilherme C. M. Gomes, Vinicius F. dos Santos, Murilo V. G. da Silva +1

The three-in-a-tree problem asks for an induced tree of the input graph containing three mandatory vertices. In 2006, Chudnovsky and Seymour [Combinatorica, 2010] presented the fir…

cs.CC2020★ 2 cited

Some results on Vertex Separator Reconfiguration

Guilherme C. M. Gomes, Sérgio H. Nogueira, Vinicius F. dos Santos

We present the first results on the complexity of the reconfiguration of vertex separators under the three most popular rules: token addition/removal, token jumping, and token slid…

math.CO2019

Intersection graph of maximal stars

Guilherme C. M. Gomes, Marina Groshaus, Carlos V. G. C. Lima +1

A biclique of a graph is an induced complete bipartite subgraph of such that neither part is empty. A star is a biclique of such that one part has exactly one vertex. T…

cs.DS2019

Structural Parameterizations for Equitable Coloring

Guilherme C. M. Gomes, Matheus R. Guedes, Vinicius F. dos Santos

An -vertex graph is equitably -colorable if there is a proper coloring of its vertices such that each color is used either or $\left\lceil n/…

cs.DS2019

Finding cuts of bounded degree: complexity, FPT and exact algorithms, and kernelization

Guilherme C. M. Gomes, Ignasi Sau

A matching cut is a partition of the vertex set of a graph into two sets and such that each vertex has at most one neighbor in the other side of the cut. The MATCHING CUT p…

cs.SI2019

Community detection over a heterogeneous population of non-aligned networks

Guilherme Gomes, Vinayak Rao, Jennifer Neville

Clustering and community detection with multiple graphs have typically focused on aligned graphs, where there is a mapping between nodes across the graphs (e.g., multi-view, multi-…

stat.ML2018

Multi-level hypothesis testing for populations of heterogeneous networks

Guilherme Gomes, Vinayak Rao, Jennifer Neville

In this work, we consider hypothesis testing and anomaly detection on datasets where each observation is a weighted network. Examples of such data include brain connectivity networ…

cs.IR2013★ 4 cited

Is Learning to Rank Worth It? A Statistical Analysis of Learning to Rank Methods

Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida +1

The Learning to Rank (L2R) research field has experienced a fast paced growth over the last few years, with a wide variety of benchmark datasets and baselines available for experim…