Axel Gandy

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 16

Top Topics

Bayesian Models

Poisson Processes

Top Venues

Stat. Anal. Data Min.

Comput. Stat. Data Anal.

Publications

Xing Liu, Andrew B. Duncan, Axel Gandy
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy. ICML (2023)
Xing Liu, Andrew B. Duncan, Axel Gandy
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy. CoRR (2023)
Stamatina Lamprinakou, Mauricio Barahona, Seth R. Flaxman, Sarah Filippi, Axel Gandy, Emma J. McCoy
BART-based inference for Poisson processes. Comput. Stat. Data Anal. 180 (2023)
Kevin H. Huang, Xing Liu, Andrew B. Duncan, Axel Gandy
A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing. COLT (2023)
Kevin H. Huang, Xing Liu, Andrew B. Duncan, Axel Gandy
A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing. CoRR (2023)
Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei
Joint Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS (2022)
Ben Tu, Axel Gandy, Nikolas Kantas, Behrang Shafei
Joint Entropy Search for Multi-objective Bayesian Optimization. CoRR (2022)
Stamatina Lamprinakou, Axel Gandy, Emma J. McCoy
Can a latent Hawkes process be used for epidemiological modelling? CoRR (2022)
Stamatina Lamprinakou, Emma J. McCoy, Mauricio Barahona, Axel Gandy, Seth R. Flaxman, Sarah Filippi
BART-based inference for Poisson processes. CoRR (2020)
Dong Ding, Axel Gandy, Georg Hahn
A simple method for implementing Monte Carlo tests. Comput. Stat. 35 (3) (2020)
Axel Gandy, Luitgard Anna Maria Veraart
Adjustable network reconstruction with applications to CDS exposures. J. Multivar. Anal. 172 (2019)
Shihao Jin, Nicoló Savioli, Antonio de Marvao, Timothy J. W. Dawes, Axel Gandy, Daniel Rueckert, Declan P. O'Regan
Joint analysis of clinical risk factors and 4D cardiac motion for survival prediction using a hybrid deep learning network. CoRR (2019)
Axel Gandy, Georg Hahn
QuickMMCTest: quick multiple Monte Carlo testing. Stat. Comput. 27 (3) (2017)
Axel Gandy, Luitgard A. M. Veraart
A Bayesian Methodology for Systemic Risk Assessment in Financial Networks. Manag. Sci. 63 (12) (2017)
Axel Gandy, Jan Terje Kvaløy
spcadjust: An R Package for Adjusting for Estimation Error in Control Charts. R J. 9 (1) (2017)
Axel Gandy, F. Din-Houn Lau
The Chopthin Algorithm for Resampling. IEEE Trans. Signal Process. 64 (16) (2016)
F. Din-Houn Lau, Axel Gandy
RMCMC: A system for updating Bayesian models. Comput. Stat. Data Anal. 80 (2014)
Axel Gandy, Roberto Trotta
Special Issue on Astrostatistics. Stat. Anal. Data Min. 6 (1) (2013)
Marc Henrion, David J. Hand, Axel Gandy, Daniel J. Mortlock
CASOS: a subspace method for anomaly detection in high dimensional astronomical databases. Stat. Anal. Data Min. 6 (1) (2013)
Ioannis Phinikettos, Axel Gandy
Fast computation of high-dimensional multivariate normal probabilities. Comput. Stat. Data Anal. 55 (4) (2011)
Axel Gandy, Patrick Jäger, Bernd Bertsche, Uwe Jensen
Decision support in early development phases - A case study from machine engineering. Reliab. Eng. Syst. Saf. 92 (7) (2007)