2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC)
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9781728101804

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Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638629 ◽

2018 ◽

Cited By ~ 2

Author(s):

Justin M. Wozniak ◽

Philip E. Davis ◽

Tong Shu ◽

Jonathan Ozik ◽

Nicholson Collier ◽

...

Keyword(s):

Deep Learning

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2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638642 ◽

2018 ◽

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Large-Scale Clustering Using MPI-Based Canopy

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638632 ◽

2018 ◽

Author(s):

Jacek Burys ◽

Ahsan Javed Awan ◽

Thomas Heinis

Keyword(s):

Large Scale

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Deep Learning Evolutionary Optimization for Regression of Rotorcraft Vibrational Spectra

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638645 ◽

2018 ◽

Author(s):

Daniel Martinez ◽

Wesley Brewer ◽

Gregory Behm ◽

Andrew Strelzoff ◽

Andrew Wilson ◽

...

Keyword(s):

Deep Learning ◽

Vibrational Spectra ◽

Evolutionary Optimization

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Communication-Efficient Parallelization Strategy for Deep Convolutional Neural Network Training

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638635 ◽

2018 ◽

Author(s):

Sunwoo Lee ◽

Ankit Agrawal ◽

Prasanna Balaprakash ◽

Alok Choudhary ◽

Wei-Keng Liao

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Neural Network Training ◽

Network Training ◽

Parallelization Strategy ◽

Efficient Parallelization

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Large Minibatch Training on Supercomputers with Improved Accuracy and Reduced Time to Train

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638634 ◽

2018 ◽

Cited By ~ 6

Author(s):

Valeriu Codreanu ◽

Damian Podareanu ◽

Vikram Saletore

Keyword(s):

Improved Accuracy ◽

Reduced Time

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Copyright

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638631 ◽

2018 ◽

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Training Speech Recognition Models on HPC Infrastructure

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638637 ◽

2018 ◽

Author(s):

Deepthi Karkada ◽

Vikram A. Saletore

Keyword(s):

Speech Recognition

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On Adam Trained Models and a Parallel Method to Improve the Generalization Performance

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638641 ◽

2018 ◽

Cited By ~ 1

Author(s):

Guojing Cong ◽

Luca Buratti

Keyword(s):

Parallel Method ◽

Generalization Performance

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Automated Labeling of Electron Microscopy Images Using Deep Learning

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ◽

10.1109/mlhpc.2018.8638633 ◽

2018 ◽

Cited By ~ 2

Author(s):

Gunther H. Weber ◽

Colin Ophus ◽

Lavanya Ramakrishnan

Keyword(s):

Electron Microscopy ◽

Deep Learning ◽

Automated Labeling ◽

Microscopy Images

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2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC)
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration

Table of Contents

Large-Scale Clustering Using MPI-Based Canopy

Deep Learning Evolutionary Optimization for Regression of Rotorcraft Vibrational Spectra

Communication-Efficient Parallelization Strategy for Deep Convolutional Neural Network Training

Large Minibatch Training on Supercomputers with Improved Accuracy and Reduced Time to Train

Copyright

Training Speech Recognition Models on HPC Infrastructure

On Adam Trained Models and a Parallel Method to Improve the Generalization Performance

Automated Labeling of Electron Microscopy Images Using Deep Learning

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2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC)Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Scaling Deep Learning for Cancer with Advanced Workflow Storage Integration

Table of Contents

Large-Scale Clustering Using MPI-Based Canopy

Deep Learning Evolutionary Optimization for Regression of Rotorcraft Vibrational Spectra

Communication-Efficient Parallelization Strategy for Deep Convolutional Neural Network Training

Large Minibatch Training on Supercomputers with Improved Accuracy and Reduced Time to Train

Copyright

Training Speech Recognition Models on HPC Infrastructure

On Adam Trained Models and a Parallel Method to Improve the Generalization Performance

Automated Labeling of Electron Microscopy Images Using Deep Learning

2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC)
Latest Publications