Desmond J. Higham
Orcid: 0000-0002-6635-3461Affiliations:
- University of Edinburgh, UK
According to our database1,
Desmond J. Higham
authored at least 113 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
SIAM J. Matrix Anal. Appl., March, 2024
2023
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians.
CoRR, 2023
Vulnerability Analysis of Transformer-based Optical Character Recognition to Adversarial Attacks.
CoRR, 2023
The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning.
CoRR, 2023
CoRR, 2023
Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: Application to stochastic coordinate descent.
CoRR, 2023
2022
SIAM J. Appl. Math., December, 2022
Multiscale Model. Simul., December, 2022
CoRR, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
SIAM J. Matrix Anal. Appl., 2021
CoRR, 2021
2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
SIAM J. Math. Data Sci., 2019
Multiscale Model. Simul., 2019
CoRR, 2019
J. Complex Networks, 2019
A fast and robust kernel optimization method for core-periphery detection in directed and weighted graphs.
Appl. Netw. Sci., 2019
2018
SIAM J. Matrix Anal. Appl., 2018
Computational Complexity Analysis for Monte Carlo Approximations of Classically Scaled Population Processes.
Multiscale Model. Simul., 2018
2017
2016
SIAM J. Numer. Anal., 2016
J. Complex Networks, 2016
Proceedings of the Complex Networks & Their Applications V - Proceedings of the 5th International Workshop on Complex Networks and their Applications (COMPLEX NETWORKS 2016), Milan, Italy, November 30, 2016
Learning LaTeX (2. ed.).
SIAM, ISBN: 978-1-611-97441-6, 2016
2015
Int. J. Comput. Math., 2015
2014
2013
Soc. Netw. Anal. Min., 2013
SIAM/ASA J. Uncertain. Quantification, 2013
J. Complex Networks, 2013
2012
Multilevel Monte Carlo for Continuous Time Markov Chains, with Applications in Biochemical Kinetics.
Multiscale Model. Simul., 2012
Computing mean first exit times for stochastic processes using multi-level Monte Carlo.
Proceedings of the Winter Simulation Conference, 2012
Proceedings of the Social Informatics, 2012
Proceedings of the Social Informatics, 2012
2011
NeuroImage, 2011
Googling the Brain: Discovering Hierarchical and Asymmetric Network Structures, with Applications in Neuroscience.
Internet Math., 2011
Exploring metabolic pathway disruption in the subchronic phencyclidine model of schizophrenia with the Generalized Singular Value Decomposition.
BMC Syst. Biol., 2011
2010
Proceedings of the Network Science - Complexity in Nature and Technology., 2010
Proceedings of the Network Science - Complexity in Nature and Technology., 2010
Numerical Methods for Ordinary Differential Equations - Initial Value Problems.
Springer undergraduate mathematics series, Springer, ISBN: 978-0-85729-147-9, 2010
2009
ACM Trans. Math. Softw., 2009
PLoS Comput. Biol., 2009
Comparing Hitting Time Behavior of Markov Jump Processes and Their Diffusion Approximations.
Multiscale Model. Simul., 2009
Multiscale Model. Simul., 2009
Finance Stochastics, 2009
2008
Theor. Comput. Sci., 2008
SIAM J. Sci. Comput., 2008
Multidimensional partitioning and bi-partitioning: analysis and application to gene expression data sets.
Int. J. Comput. Math., 2008
2007
Almost Sure and Moment Exponential Stability in the Numerical Simulation of Stochastic Differential Equations.
SIAM J. Numer. Anal., 2007
Preserving exponential mean-square stability in the simulation of hybrid stochastic differential equations.
Numerische Mathematik, 2007
Connectivity-based parcellation of human cortex using diffusion MRI: Establishing reproducibility, validity and observer independence in BA 44/45 and SMA/pre-SMA.
NeuroImage, 2007
BMC Syst. Biol., 2007
Modelling the cAMP pathway using BioNessie, and the use of BVP techniques for solving ODEs.
BMC Syst. Biol., 2007
A clustering coefficient for weighted networks, with application to gene expression data.
AI Commun., 2007
2006
2005
Numerische Mathematik, 2005
BMC Bioinform., 2005
Appl. Math. Lett., 2005
Matlab guide, Second Edition.
SIAM, ISBN: 978-0-89871-578-1, 2005
2004
2003
Exponential Mean-Square Stability of Numerical Solutions to Stochastic Differential Equations.
LMS J. Comput. Math., 2003
2002
SIAM Rev., 2002
Strong Convergence of Euler-Type Methods for Nonlinear Stochastic Differential Equations.
SIAM J. Numer. Anal., 2002
2001
An Algorithmic Introduction to Numerical Simulation of Stochastic Differential Equations.
SIAM Rev., 2001
2000
SIAM J. Sci. Comput., 2000
SIAM J. Numer. Anal., 2000
Matlab guide.
SIAM, ISBN: 978-0-89871-469-2, 2000
1999
1998
SIAM J. Matrix Anal. Appl., 1998
1997
Adv. Comput. Math., 1997
1996
Reliability of local error control algorithms for initial value ordinary differential equations.
Proceedings of the Quality of Numerical Software, 1996
1992
SIAM J. Matrix Anal. Appl., 1992
1991
SIAM J. Sci. Comput., 1991