Concepedia

Amir Daneshmand

AD

9

Publications

288

Citations

9

H-Index

2012

Active since

Affiliations

Purdue University West Lafayette(Current)

Czech Technical University in Prague

Sapienza University of Rome

Amir Daneshmand is an author at Purdue University West Lafayette specializing in engineering, computer science, and convex optimization.

Top concepts

EngineeringComputer ScienceMachine LearningNetwork AnalysisConvex OptimizationDistributed AlgorithmsMathematical ProgrammingParallel ComputingApproximation TheoryData Science

Publications per year

2012–2022

9

Publications

9

Distributed Optimization Based on Gradient Tracking Revisited: Enhancing Convergence Rate via Surrogation

Ying Sun, Gesualdo Scutari, Amir Daneshmand · SIAM Journal on Optimization · 2022 · 86 citations

Engineering, Machine Learning, Network Analysis +16

Hybrid Random/Deterministic Parallel Algorithms for Convex and Nonconvex Big Data Optimization

Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev et al. · IEEE Transactions on Signal Processing · 2015 · 67 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +19

Convergence Rate of Distributed Optimization Algorithms Based on Gradient Tracking

Ying Sun, Amir Daneshmand, Gesualdo Scutari · arXiv (Cornell University) · 2019 · 45 citations · Full text

Engineering, Continuous Optimization, Distributed Algorithms +7

Second-Order Guarantees of Distributed Gradient Algorithms

Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev · SIAM Journal on Optimization · 2020 · 22 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Aggregation-based spectrum allocation algorithm in cognitive radio networks

Yun Li, Lili Zhao, Chonggang Wang et al. · 2012 · 17 citations

Dynamic Spectrum Management, Idle Spectrum, Cognitive Radio Resource Management +9

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