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05/15/2023
A linearization for stable and fast geographically weighted Poisson regression
Although geographically weighted Poisson regression (GWPR) is a popular ...
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05/05/2022
An Algorithm for Computing the Stratonovich's Value of Information
We propose an algorithm for computing Stratonovich's value of informatio...
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01/27/2022
A Generalization of the Stratonovich's Value of Information and Application to Privacy-Utility Trade-off
The Stratonovich's value of information (VoI) is quantity that measure h...
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07/27/2021
Spatial prediction of apartment rent using regression-based and machine learning-based approaches with a large dataset
Employing a large dataset (at most, the order of n = 10^6), this study a...
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01/10/2021
gwpcorMapper: an interactive mapping tool for exploring geographically weighted correlation and partial correlation in high-dimensional geospatial datasets
Exploratory spatial data analysis (ESDA) plays a key role in research th...
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02/25/2020
Gaussian Hierarchical Latent Dirichlet Allocation: Bringing Polysemy Back
Topic models are widely used to discover the latent representation of a ...
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05/01/2019
Scalable GWR: A linear-time algorithm for large-scale geographically weighted regression with polynomial kernels
While a number of studies have developed fast geographically weighted re...
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01/15/2019
Distributed Stochastic Gradient Descent Using LDGM Codes
We consider a distributed learning problem in which the computation is c...
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09/29/2018