Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2018.2879950 ◽

2019 ◽

Vol 30 (5) ◽

pp. 1065-1076 ◽

Author(s):

Jyotikrishna Dass ◽

Vivek Sarin ◽

Rabi N. Mahapatra

Keyword(s):

Support Vector Machine ◽

Efficient Algorithm ◽

Support Vector ◽

Support Vector Machine Training

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A Relational Gradient Descent Algorithm For Support Vector Machine Training

Symposium on Algorithmic Principles of Computer Systems (APOCS) ◽

10.1137/1.9781611976489.8 ◽

2021 ◽

pp. 100-113

Author(s):

Mahmoud Abo-Khamis ◽

Sungjin Im ◽

Benjamin Moseley ◽

Kirk Pruhs ◽

Alireza Samadian

Keyword(s):

Support Vector Machine ◽

Gradient Descent ◽

Support Vector ◽

Descent Algorithm ◽

Support Vector Machine Training ◽

Gradient Descent Algorithm

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Fast support vector machine training and classification on graphics processors

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390170 ◽

2008 ◽

Author(s):

Bryan Catanzaro ◽

Narayanan Sundaram ◽

Kurt Keutzer

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Graphics Processors ◽

Support Vector Machine Training

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Practical implementation of an existing smoking detection pipeline and reduced support vector machine training corpus requirements

Journal of the American Medical Informatics Association ◽

10.1136/amiajnl-2013-002090 ◽

2014 ◽

Vol 21 (1) ◽

pp. 27-30 ◽

Author(s):

Richard Khor ◽

Wai-Kuan Yip ◽

Mathias Bressel ◽

William Rose ◽

Gillian Duchesne ◽

...

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Practical Implementation ◽

Training Corpus ◽

Support Vector Machine Training

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Multi-class Support Vector Machine Training and Classification Based on MPI-GPU Hybrid Parallel Architecture

Advances in Intelligent Systems and Computing - Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018 ◽

10.1007/978-3-319-99010-1_16 ◽

2018 ◽

pp. 179-188

Author(s):

I. Elgarhy ◽

H. Khaled ◽

Rania El Gohary ◽

H. M. Faheem

Keyword(s):

Support Vector Machine ◽

Parallel Architecture ◽

Support Vector ◽

Support Vector Machine Training

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Robust L1-norm multi-weight vector projection support vector machine with efficient algorithm

Neurocomputing ◽

10.1016/j.neucom.2018.04.083 ◽

2018 ◽

Vol 315 ◽

pp. 345-361 ◽

Author(s):

Wei-Jie Chen ◽

Chun-Na Li ◽

Yuan-Hai Shao ◽

Ju Zhang ◽

Nai-Yang Deng

Keyword(s):

Support Vector Machine ◽

Efficient Algorithm ◽

Weight Vector ◽

Support Vector ◽

L1 Norm ◽

Vector Projection

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Momentum Sequential Minimal Optimization: An accelerated method for Support Vector Machine training

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033245 ◽

2011 ◽

Author(s):

Alvaro Barbero ◽

Jose R. Dorronsoro

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Sequential Minimal Optimization ◽

Support Vector Machine Training

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Support Vector Machine Training for Improved Hidden Markov Modeling

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2007.906741 ◽

2008 ◽

Vol 56 (1) ◽

pp. 172-188 ◽

Author(s):

Alba Sloin ◽

David Burshtein

Keyword(s):

Support Vector Machine ◽

Hidden Markov ◽

Support Vector ◽

Markov Modeling ◽

Support Vector Machine Training ◽

Hidden Markov Modeling

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A Heterogeneous FPGA Architecture for Support Vector Machine Training

2010 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines ◽

10.1109/fccm.2010.39 ◽

2010 ◽

Author(s):

Markos Papadonikolakis ◽

Christos-Savvas Bouganis

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Support Vector Machine Training ◽

Fpga Architecture ◽

Heterogeneous Fpga

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Large-Scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex

2014 22nd International Conference on Pattern Recognition ◽

10.1109/icpr.2014.231 ◽

2014 ◽

Author(s):

Mathieu Blondel ◽

Akinori Fujino ◽

Naonori Ueda

Keyword(s):

Support Vector Machine ◽

Large Scale ◽

Support Vector ◽

Support Vector Machine Training ◽

Multiclass Support Vector Machine

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Low-Power Hardware Implementation of a Support Vector Machine Training and Classification for Neural Seizure Detection

IEEE Transactions on Biomedical Circuits and Systems ◽

10.1109/tbcas.2019.2947044 ◽

2019 ◽

Vol 13 (6) ◽

pp. 1324-1337 ◽

Author(s):

Heba Elhosary ◽

Michael H. Zakhari ◽

Mohamed A. Elgammal ◽

Mohamed A. Abd El Ghany ◽

Khaled N. Salama ◽

...

Keyword(s):

Support Vector Machine ◽

Low Power ◽

Hardware Implementation ◽

Seizure Detection ◽

Support Vector ◽

Support Vector Machine Training

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