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Roummel F. Marcia

Sparse Signal Reconstruction for Overdispersed Low-photon Count Biomedical Imaging Using $\ell_p$ Total Variation

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Aug 29, 2024
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Negative Binomial Matrix Completion

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Aug 28, 2024
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Quasi-Newton Optimization Methods For Deep Learning Applications

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Sep 04, 2019
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Quasi-Newton Optimization in Deep Q-Learning for Playing ATARI Games

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Nov 06, 2018
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Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations

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Jul 01, 2018
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Compressive Coded Aperture Keyed Exposure Imaging with Optical Flow Reconstruction

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Jun 26, 2013
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