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Scott A. Sisson

University of New South Wales

Positional Encoder Graph Quantile Neural Networks for Geographic Data

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Sep 27, 2024
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Free-Form Variational Inference for Gaussian Process State-Space Models

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Feb 20, 2023
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Online Binary Space Partitioning Forests

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Feb 29, 2020
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Bayesian Nonparametric Space Partitions: A Survey

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Feb 26, 2020
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Smoothing Graphons for Modelling Exchangeable Relational Data

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Feb 25, 2020
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Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling

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Feb 24, 2020
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Logistic regression models for aggregated data

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Dec 09, 2019
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Efficient Bayesian synthetic likelihood with whitening transformations

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Sep 11, 2019
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Acceleration of expensive computations in Bayesian statistics using vector operations

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Feb 25, 2019
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Variance reduction properties of the reparameterization trick

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Oct 05, 2018
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