Andrew Zammit Mangion

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Venues

CoRR

Remote. Sens.

J. Stat. Softw.

J. Comput. Graph. Stat.

University of Sheffield, UK (PHD)

Education History

University of Sheffield, UK

PHD

Publications

Joshuah Jacobson, Noel Cressie, Andrew Zammit Mangion
Spatial Statistical Prediction of Solar-Induced Chlorophyll Fluorescence (SIF) from Multivariate OCO-2 Data. Remote. Sens. 15 (16) (2023)
Andrew Zammit Mangion, Michael D. Kaminski, Ba-Hien Tran, Maurizio Filippone, Noel Cressie
Spatial Bayesian Neural Networks. CoRR (2023)
Christopher K. Wikle, Andrew Zammit Mangion
Statistical Deep Learning for Spatial and Spatio-Temporal Data. CoRR (2022)
Laura Cartwright, Andrew Zammit Mangion, Nicholas M. Deutscher
Emulation of greenhouse-gas sensitivities using variational autoencoders. CoRR (2021)
Hsin-Cheng Huang, Noel Cressie, Andrew Zammit Mangion, Guowen Huang
False Discovery Rates to Detect Signals from Incomplete Spatially Aggregated Data. J. Comput. Graph. Stat. 30 (4) (2021)
Andrew Zammit Mangion, Noel Cressie
FRK: An R Package for Spatial and Spatio-Temporal Prediction with Large Datasets. J. Stat. Softw. 98 (1) (2021)
Andrew Zammit Mangion, Jonathan Rougier
Multi-scale process modelling and distributed computation for spatial data. Stat. Comput. 30 (6) (2020)
Andrew Zammit Mangion, Christopher K. Wikle
Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. CoRR (2019)
Andrew Zammit Mangion, Noel Cressie, Clint Shumack
On Statistical Approaches to Generate Level 3 Products from Satellite Remote Sensing Retrievals. Remote. Sens. 10 (1) (2018)
Andrew Zammit Mangion, Jonathan Rougier
A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields. Comput. Stat. Data Anal. 123 (2018)
Andrew Zammit Mangion, Guido Sanguinetti, Visakan Kadirkamanathan
Variational Estimation in Spatiotemporal Systems From Continuous and Point-Process Observations. IEEE Trans. Signal Process. 60 (7) (2012)
Andrew Zammit Mangion, Ke Yuan, Visakan Kadirkamanathan, Mahesan Niranjan, Guido Sanguinetti
Online Variational Inference for State-Space Models with Point-Process Observations. Neural Comput. 23 (8) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrew Zammit Mangion