Takahiro Onizuka | DeepAI

DeepAI

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Featured Co-authors

Shonosuke Sugasawa
44 publications
Yasuyuki Hamura
17 publications
Shintaro Hashimoto
7 publications
Fumiya Iwashige
1 publication

research

∙ 04/22/2023

Bayesian Boundary Trend Filtering

Estimating support boundary curves have many applications such as econom...

0 Takahiro Onizuka, et al. ∙

research

∙ 11/09/2022

Fast and Locally Adaptive Bayesian Quantile Smoothing using Calibrated Variational Approximations

Quantiles are useful characteristics of random variables that can provid...

0 Takahiro Onizuka, et al. ∙

research

∙ 03/16/2022

Sparse Bayesian Inference on Positive-valued Data using Global-local Shrinkage Priors

In various applications, we deal with high-dimensional positive-valued d...

0 Yasuyuki Hamura, et al. ∙

research

∙ 02/19/2022

Bayesian Quantile Trend Filtering on Graphs using Shrinkage Priors

Quantiles are useful characteristics of random variables that can provid...

0 Takahiro Onizuka, et al. ∙