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ScienceDirect Publication: Computational Statistics & Data Analysis
Likelihood-free inference with deep Gaussian processes
Publication date: October 2022
Source: Computational Statistics & Data Analysis, Volume 174
Author(s): Alexander Aushev, Henri Pesonen, Markus Heinonen, Jukka Corander, Samuel Kaski
Support vector regression with penalized likelihood
Publication date: October 2022
Source: Computational Statistics & Data Analysis, Volume 174
Author(s): Takumi Uemoto, Kanta Naito
A data-driven line search rule for support recovery in high-dimensional data analysis
Publication date: October 2022
Source: Computational Statistics & Data Analysis, Volume 174
Author(s): Peili Li, Yuling Jiao, Xiliang Lu, Lican Kang
GPU accelerated estimation of a shared random effect joint model for dynamic prediction
Publication date: October 2022
Source: Computational Statistics & Data Analysis, Volume 174
Author(s): Shikun Wang, Zhao Li, Lan Lan, Jieyi Zhao, W. Jim Zheng, Liang Li
Joint non-parametric estimation of mean and auto-covariances for Gaussian processes
Publication date: September 2022
Source: Computational Statistics & Data Analysis, Volume 173
Author(s): Tatyana Krivobokova, Paulo Serra, Francisco Rosales, Karolina Klockmann
