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Ayaka Sakata

Effect of Weight Quantization on Learning Models by Typical Case Analysis

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Jan 30, 2024
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Prediction Errors for Penalized Regressions based on Generalized Approximate Message Passing

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Jun 29, 2022
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Active pooling design in group testing based on Bayesian posterior prediction

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Aug 19, 2020
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Bayesian inference of infected patients in group testing with prevalence estimation

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Apr 28, 2020
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Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration

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Feb 27, 2019
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Perfect reconstruction of sparse signals with piecewise continuous nonconvex penalties and nonconvexity control

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Feb 20, 2019
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Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression

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May 08, 2018
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Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis

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Feb 19, 2018
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Phase transitions and sample complexity in Bayes-optimal matrix factorization

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Mar 21, 2016
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Sample Complexity of Bayesian Optimal Dictionary Learning

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Feb 05, 2014
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