Get started
Author

Kimon Fountoulakis

Matrix-free interior point method for compressed sensing problems
2013 · Kimon Fountoulakis, Jacek Gondzio, et al. · Mathematical Programming Computation · 106
A Preconditioner for A Primal-Dual Newton Conjugate Gradient Method for Compressed Sensing Problems
2015 · Ioannis Dassios, Kimon Fountoulakis, et al. · SIAM Journal on Scientific Computing · 89
Parallel local graph clustering
2016 · Julian Shun, Farbod Roosta-Khorasani, et al. · Proceedings of the VLDB Endowment · 78
PDF
A second-order method for strongly convex $$\ell _1$$ ℓ 1 -regularization problems
2015 · Kimon Fountoulakis, Jacek Gondzio · Mathematical Programming · 61
Capacity Releasing Diffusion for Speed and Locality
2017 · Wang, Di, Fountoulakis, Kimon, et al. · arXiv (Cornell University) · 26
PDF
A Second-Order Method for Strongly Convex L1-Regularization Problems
2013 · Fountoulakis, Kimon, Gondzio, Jacek · arXiv (Cornell University) · 20
PDF
Variational perspective on local graph clustering
2017 · Kimon Fountoulakis, Farbod Roosta-Khorasani, et al. · Mathematical Programming · 19
PDF
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
2021 · Baranwal, Aseem, Fountoulakis, Kimon, et al. · arXiv (Cornell University) · 17
PDF
A flexible coordinate descent method
2018 · Kimon Fountoulakis, Rachael Tappenden · Computational Optimization and Applications · 15
PDF
An Optimization Approach to Locally-Biased Graph Algorithms
2017 · Kimon Fountoulakis, David F. Gleich, et al. · Proceedings of the IEEE · 14
Graph Attention Retrospective
2022 · Fountoulakis, Kimon, Levi, Amit, et al. · arXiv (Cornell University) · 13
PDF
Targeted pandemic containment through identifying local contact network bottlenecks
2021 · Shenghao Yang, Priyabrata Senapati, et al. · PLoS Computational Biology · 13
PDF
LASAGNE: Locality and Structure Aware Graph Node Embedding
2018 · Evgeniy Faerman, Felix Borutta, et al. · IEEE/WIC/ACM International Conference on Web Intelligence · 13
PDF
Performance of first- and second-order methods for $$\ell _1$$ ℓ 1 -regularized least squares problems
2016 · Kimon Fountoulakis, Jacek Gondzio · Computational Optimization and Applications · 13
PDF
$p$-Norm Flow Diffusion for Local Graph Clustering
2020 · Fountoulakis, Kimon, Wang, Di, et al. · arXiv (Cornell University) · 12
PDF
Avoiding Communication in Primal and Dual Block Coordinate Descent Methods
2019 · Aditya Devarakonda, Kimon Fountoulakis, et al. · SIAM Journal on Scientific Computing · 12
PDF
Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance
2023 · Kimon Fountoulakis, Meng Liu, et al. · SIAM Review · 8
PDF
A Short Introduction to Local Graph Clustering Methods and Software
2018 · Fountoulakis, Kimon, Gleich, David F., et al. · arXiv (Cornell University) · 8
PDF
A Randomized Rounding Algorithm for Sparse PCA
2017 · Kimon Fountoulakis, Abhisek Kundu, et al. · ACM Transactions on Knowledge Discovery from Data · 7
PDF
Robust Block Coordinate Descent
2014 · Fountoulakis, Kimon, Tappenden, Rachael · arXiv (Cornell University) · 6
PDF
Higher-order methods for large-scale optimization
2015 · Kimon Fountoulakis · ERA · 5
PDF
A Second-Order Method for Compressed Sensing Problems with Coherent and Redundant Dictionaries
2014 · Dassios, Ioannis, Fountoulakis, Kimon, et al. · arXiv (Cornell University) · 5
PDF
Avoiding Synchronization in First-Order Methods for Sparse Convex Optimization
2018 · Aditya Devarakonda, Kimon Fountoulakis, et al. · Proceedings - IEEE International Parallel and Distributed Processing Symposium · 4
PDF
Exploiting Optimization for Local Graph Clustering
2016 · Kimon Fountoulakis, Xiang Cheng, et al. · arXiv (Cornell University) · 4
A Flexible Coordinate Descent Method for Big Data Applications
2015 · Kimon Fountoulakis, Rachael Tappenden · 4
Works count: 55
Citation count: 600
H-index: 13
I10-index: 16
Year
Topic
Type