Parallel Stochastic Successive Convex Approximation Method for Large-Scale Dictionary Learning

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8461449 ◽

2018 ◽

Author(s):

Alec Koppel ◽

Aryan Mokhtari ◽

Alejandro Ribeiro

Keyword(s):

Approximation Method ◽

Dictionary Learning ◽

Large Scale ◽

Convex Approximation ◽

Successive Convex Approximation

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A successive convex approximation method for multistage workforce capacity planning problem with turnover

European Journal of Operational Research ◽

10.1016/j.ejor.2007.04.018 ◽

2008 ◽

Vol 188 (1) ◽

pp. 29-48 ◽

Author(s):

Haiqing Song ◽

Huei-Chuen Huang

Keyword(s):

Approximation Method ◽

Capacity Planning ◽

Planning Problem ◽

Convex Approximation ◽

Successive Convex Approximation ◽

Workforce Capacity

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Large-scale nonconvex stochastic optimization by Doubly Stochastic Successive Convex approximation

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7953048 ◽

2017 ◽

Author(s):

Aryan Mokhtari ◽

Alec Koppel ◽

Gesualdo Scutari ◽

Alejandro Ribeiro

Keyword(s):

Stochastic Optimization ◽

Large Scale ◽

Convex Approximation ◽

Doubly Stochastic ◽

Successive Convex Approximation

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Online Successive Convex Approximation for Two-Stage Stochastic Nonconvex Optimization

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2018.2871389 ◽

2018 ◽

Vol 66 (22) ◽

pp. 5941-5955 ◽

Author(s):

An Liu ◽

Vincent K. N. Lau ◽

Min-Jian Zhao

Keyword(s):

Nonconvex Optimization ◽

Convex Approximation ◽

Two Stage ◽

Successive Convex Approximation

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MIMO-WSN implementation in geriatric care unit through MASTS and successive convex approximation algorithm

Biomedical Research ◽

10.4066/biomedicalresearch.29-17-259 ◽

2018 ◽

Author(s):

Duraichi N ◽

Suganthi M

Keyword(s):

Approximation Algorithm ◽

Geriatric Care ◽

Convex Approximation ◽

Successive Convex Approximation

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A New Algorithm for Dictionary Learning Based on Convex Approximation

2019 27th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2019.8903051 ◽

2019 ◽

Author(s):

Javad Parsa ◽

Mostafa Sadeghi ◽

Massoud Babaie-Zadeh ◽

Christian Jutten

Keyword(s):

Dictionary Learning ◽

Convex Approximation

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Large-scale CFD Optimization based on the FFD Parametrization using the Multipoint Approximation Method in an HPC Environment

16th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ◽

10.2514/6.2015-3234 ◽

2015 ◽

Author(s):

Yury Korolev ◽

Vassili Toropov ◽

Shahrokh Shahpar

Keyword(s):

Approximation Method ◽

Large Scale ◽

Multipoint Approximation ◽

Cfd Optimization

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Decentralized Sum Rate Maximization With QoS Constraints for Interfering Broadcast Channel Via Successive Convex Approximation

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2016.2531620 ◽

2016 ◽

Vol 64 (11) ◽

pp. 2788-2802 ◽

Author(s):

Jarkko Kaleva ◽

Antti Tolli ◽

Markku Juntti

Keyword(s):

Broadcast Channel ◽

Convex Approximation ◽

Rate Maximization ◽

Successive Convex Approximation ◽

Sum Rate Maximization ◽

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Successive convex approximation for system performance optimization in a multiuser network with multiple mimo relays

2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ◽

10.1109/camsap.2011.6135990 ◽

2011 ◽

Author(s):

Batu K. Chalise ◽

Yimin D. Zhang ◽

Moeness G. Amin

Keyword(s):

Performance Optimization ◽

System Performance ◽

Convex Approximation ◽

Successive Convex Approximation

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Energy Maximization in MIMO_WSN Through Successive Convex Approximation in Cluster Nodes

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2017.6672 ◽

2017 ◽

Vol 14 (8) ◽

pp. 3772-3776 ◽

Author(s):

N Duraichi ◽

M Suganthi

Keyword(s):

Convex Approximation ◽

Successive Convex Approximation ◽

Energy Maximization

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Iris classification based on sparse representations using on-line dictionary learning for large-scale de-duplication applications

SpringerPlus ◽

10.1186/s40064-015-0971-1 ◽

2015 ◽

Vol 4 (1) ◽

Author(s):

Pattabhi Ramaiah Nalla ◽

Krishna Mohan Chalavadi

Keyword(s):

Dictionary Learning ◽

Large Scale ◽

Sparse Representations ◽

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