Anastasios Kyrillidis

Author

École Polytechnique Fédérale de Lausanne ORCID

Also Known As

A. Kyrillidis, Anastasios Kyrillidis, Anastasios T. Kyrillidis, Kim, Junhyung Lyle, Kyrillidis, Anastasios, Wolfe, Cameron R., Zheng, Guoqing

181

Publications

1.8K

Citations

H-Index

Concepts

All Affiliations

École Polytechnique Fédérale de Lausanne Rice University The University of Texas at Austin IBM (United States)George Mason University

About

Anastasios Kyrillidis is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	34	728
2	Management	2	2	32
3	Public Health	2	2	85
4	Health Sciences	1	1	12
5	Medicine	1	1	17

Anastasios Kyrillidis

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Multi-Way Compressed Sensing for Sparse Low-Rank Tensors Nicholas D. Sidiropoulos, Anastasios Kyrillidis IEEE Signal Processing Letters	2012	134
Matrix Recipes for Hard Thresholding Methods Anastasios Kyrillidis, Volkan Cevher Journal of Mathematical Imaging and Vision Mathematical ProgrammingEngineeringMatrix RecipesMatrix MethodMatrix Analysis	2013	76
Composite Self-Concordant Minimization Quoc Tran-Dinh, Anastasios Kyrillidis, Volkan Cevher arXiv (Cornell University) Mathematical ProgrammingNumerical AnalysisEngineeringVariational AnalysisFunctional Analysis	2013	64
Sparse projections onto the simplex Anastasios Kyrillidis, Stephen Becker, Volkan Cevher, arXiv (Cornell University)	2012	60
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli, Anastasios Kyrillidis, Sujay Sanghavi arXiv (Cornell University) Numerical AnalysisFaster Semi-definite OptimizationGradient DescentMachine LearningEngineering	2015	49
Recipes on hard thresholding methods Anastasios Kyrillidis, Volkan Cevher	2011	49
Provable compressed sensing quantum state tomography via non-convex methods Anastasios Kyrillidis, Amir Kalev, Dohyung Park, npj Quantum Information EngineeringQuantum SensingQuantum Tomography ProblemsMeasurement ProblemQuantum Computing	2018	47
Finding Low-rank Solutions to Matrix Problems, Efficiently and Provably. Dohyung Park, Anastasios Kyrillidis, Constantine Caramanis, arXiv (Cornell University) Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningMatrix Problems	2016	32
Combinatorial selection and least absolute shrinkage via the Clash algorithm Anastasios Kyrillidis, Volkan Cevher Mathematical ProgrammingEngineeringMachine LearningComputational ComplexityData Science	2012	30
Distributed learning of fully connected neural networks using independent subnet training Binhang Yuan, C. Wolfe, Chen Dun, Proceedings of the VLDB Endowment Artificial IntelligenceCluster ComputingEngineeringMachine LearningData Science	2022	29

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