Research paper on neural networks

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Our algorithm is linear in the input size and the number of components $k$ up to a $\log(k)$ factor. This is essential for handling large-scale matrices that appear in practice. To the best of our knowledge this is the first such algorithm with global linear convergence. We hope that our results prompt further research and ultimately improve the practical running time for performing these important data analysis procedures on large data sets.

Yann LeCun , Director of AI Research , Facebook Founding Director of the NYU Center for Data Science Silver Professor of Computer Science, Neural Science ...

Psychology
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh, PA 15213
(412) 268-2000

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research paper on neural networks

Research paper on neural networks

Psychology
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh, PA 15213
(412) 268-2000

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research paper on neural networks

Research paper on neural networks

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research paper on neural networks

Research paper on neural networks

Yann LeCun , Director of AI Research , Facebook Founding Director of the NYU Center for Data Science Silver Professor of Computer Science, Neural Science ...

Action Action

research paper on neural networks
Research paper on neural networks

Psychology
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh, PA 15213
(412) 268-2000

Action Action

Research paper on neural networks

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research paper on neural networks

Research paper on neural networks

Our algorithm is linear in the input size and the number of components $k$ up to a $\log(k)$ factor. This is essential for handling large-scale matrices that appear in practice. To the best of our knowledge this is the first such algorithm with global linear convergence. We hope that our results prompt further research and ultimately improve the practical running time for performing these important data analysis procedures on large data sets.

Action Action

research paper on neural networks

Research paper on neural networks

Yann LeCun , Director of AI Research , Facebook Founding Director of the NYU Center for Data Science Silver Professor of Computer Science, Neural Science ...

Action Action

research paper on neural networks

Research paper on neural networks

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Research paper on neural networks

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Research paper on neural networks

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