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    PIEEE
    2016
    58views more  PIEEE 2016»
    Reconstructing Time-Dependent Dynamics
    8 years 17 days ago
    Reconstructing Time-Dependent Dynamics
    Download  eprints.lancs.ac.uk
    —The usefulness of the information contained in biomedical data relies heavily on the reliability and accuracy of the methods used for its extraction. The conventional assumption...
    Philip T. Clemson, Gemma Lancaster, Aneta Stefanov...
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    PIEEE
    2016
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    A Review of Relational Machine Learning for Knowledge Graphs
    8 years 17 days ago
    A Review of Relational Machine Learning for Knowledge Graphs
    Download  cbmm.mit.edu
    Relational machine learning studies methods for the statistical analysis of relational, or graph-structured, data. In this paper, we provide a review of how such statistical model...
    Maximilian Nickel, Kevin Murphy 0002, Volker Tresp...
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    PIEEE
    2016
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    Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments
    8 years 17 days ago
    Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments
    Download  www.stat.berkeley.edu
    Jiyan Yang, Xiangrui Meng, Michael W. Mahoney
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    PIEEE
    2016
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    Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets
    8 years 17 days ago
    Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets
    Download  www.psi.toronto.edu
    Michael K. K. Leung, Andrew Delong, Babak Alipanah...
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    PIEEE
    2016
    61views more  PIEEE 2016»
    Resource Allocation for Statistical Estimation
    8 years 17 days ago
    Resource Allocation for Statistical Estimation
    Download  www.statslab.cam.ac.uk
    Statistical estimation in many contemporary settings involves the acquisition, analysis, and aggregation of datasets from multiple sources, which can have significant difference...
    Quentin Berthet, Venkat Chandrasekaran
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    PIEEE
    2016
    81views more  PIEEE 2016»
    Taking the Human Out of the Loop: A Review of Bayesian Optimization
    8 years 17 days ago
    Taking the Human Out of the Loop: A Review of Bayesian Optimization
    Download  hips.seas.harvard.edu
    Bobak Shahriari, Kevin Swersky, Ziyu Wang, Ryan P....
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    PIEEE
    2016
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    Magging: Maximin Aggregation for Inhomogeneous Large-Scale Data
    8 years 17 days ago
    Magging: Maximin Aggregation for Inhomogeneous Large-Scale Data
    Download  stat.ethz.ch
    Large-scale data analysis poses both statistical and computational problems which need to be addressed simultaneously. A solution is often straightforward if the data are homogene...
    Peter Buhlmann, Nicolai Meinshausen
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    PIEEE
    2016
    63views more  PIEEE 2016»
    Sustainable Reserve Power From Demand Response and Fluctuating Production - Two Danish Demonstrations
    8 years 17 days ago
    Sustainable Reserve Power From Demand Response and Fluctuating Production - Two Danish Demonstrations
    Download  benjaminbiegel.com
    Benjamin Biegel 0002, Palle Andersen, Jakob Stoust...
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