Concepedia

Soledad Villar

SV

15

Publications

608

Citations

13

H-Index

2015

Active since

Affiliations

Johns Hopkins University(Current)

New York University

Princeton University

Shandong University of Political Science and Law

The University of Texas at Austin

Soledad Villar is an author at Johns Hopkins University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceGraph TheoryGraph ProcessingNetwork AnalysisMachine LearningNetwork ScienceInverse ProblemsApproximation Theory

Publications per year

2015–2023

15

Publications

15

Optimal marker gene selection for cell type discrimination in single cell analyses

Bianca Dumitrascu, Soledad Villar, Dustin G. Mixon et al. · Nature Communications · 2021 · 104 citations · Full text

Genetics, Multiomics, Genomics +22

A Note on Learning Algorithms for Quadratic Assignment with Graph Neural Networks.

Alex Nowak, Soledad Villar, Afonso S. Bandeira et al. · arXiv (Cornell University) · 2017 · 95 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

REVISED NOTE ON LEARNING QUADRATIC ASSIGNMENT WITH GRAPH NEURAL NETWORKS

Alex Nowak, Soledad Villar, Afonso S. Bandeira et al. · 2018 · 93 citations

Artificial Intelligence, Model Optimization, Engineering +14

Relax, No Need to Round

Pranjal Awasthi, Afonso S. Bandeira, Moses Charikar et al. · 2015 · 79 citations

Mathematical Programming, Exact Recovery Conditions, Engineering +12

On the equivalence between graph isomorphism testing and function approximation with GNNs

Zhengdao Chen, Soledad Villar, Lei Chen et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text

Engineering, Network Analysis, Graph Signal Processing +16

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