Concepedia

Kimon Fountoulakis

KF

12

Publications

443

Citations

11

H-Index

2013

Active since

Affiliations

Maxwell Institute for Mathematical Sciences(Current)

University of Edinburgh

University of California, Berkeley

International Computer Science Institute

Kimon Fountoulakis is an author at Maxwell Institute for Mathematical Sciences specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceGraph TheoryGraph ProcessingNetwork AnalysisBusinessNetwork ScienceCluster ComputingNumerical Analysis

Publications per year

2013–2022

12

Publications

12

Matrix-free interior point method for compressed sensing problems

Kimon Fountoulakis, Jacek Gondzio, Pavel Zhlobich · Mathematical Programming Computation · 2013 · 103 citations · Full text

Numerical Analysis, Sparse Representation, Engineering +4

A Preconditioner for A Primal-Dual Newton Conjugate Gradient Method for Compressed Sensing Problems

Ioannis Dassios, Kimon Fountoulakis, Jacek Gondzio · SIAM Journal on Scientific Computing · 2015 · 88 citations · Full text

Numerical Analysis, Linear Systems, Low-rank Approximation +13

Parallel local graph clustering

Julian Shun, Farbod Roosta-Khorasani, Kimon Fountoulakis et al. · Proceedings of the VLDB Endowment · 2016 · 76 citations

Cluster Computing, Engineering, Distributed Algorithms +19

A second-order method for strongly convex $$\ell _1$$ ℓ 1 -regularization problems

Kimon Fountoulakis, Jacek Gondzio · Mathematical Programming · 2015 · 58 citations · Full text

Numerical Analysis, Second-order Method, Engineering +6

A Second-Order Method for Strongly Convex L1-Regularization Problems

Kimon Fountoulakis, Jacek Gondzio · arXiv (Cornell University) · 2013 · 21 citations · Full text

Numerical Analysis, Mathematical Programming, Conic Optimization +13

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