Catherine F. Higham

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Differential Equations

Vapnik Chervonenkis Dimension

Top Venues

Publications

Lucas Beerens, Catherine F. Higham, Desmond J. Higham
Deceptive Diffusion: Generating Synthetic Adversarial Examples. CoRR (2024)
Catherine F. Higham, Desmond J. Higham, Peter Grindrod
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians. CoRR (2023)
Catherine F. Higham, Desmond J. Higham, Francesco Tudisco
Testing a QUBO Formulation of Core-periphery Partitioning on a Quantum Annealer. CoRR (2022)
Catherine F. Higham, Desmond J. Higham, Francesco Tudisco
Core-periphery Partitioning and Quantum Annealing. KDD (2022)
Catherine F. Higham, Adrian Bedford
Quantum Deep Learning: Sampling Neural Nets with a Quantum Annealer. CoRR (2021)
Clara Cohen, Catherine F. Higham, Syed Waqar Nabi
Deep Learnability: Using Neural Networks to Quantify Language Similarity and Learnability. Frontiers Artif. Intell. 3 (2020)
Catherine F. Higham, Desmond J. Higham
Deep Learning: An Introduction for Applied Mathematicians. SIAM Rev. 61 (4) (2019)
Catherine F. Higham, Desmond J. Higham
Deep Learning: An Introduction for Applied Mathematicians. CoRR (2018)
Piergiorgio Caramazza, Alessandro Boccolini, Daniel Buschek, Matthias B. Hullin, Catherine F. Higham, Robert Henderson, Roderick Murray-Smith, Daniele Faccio
Neural network identification of people hidden from view with a single-pixel, single-photon detector. CoRR (2017)
Catherine F. Higham, Dirk Husmeier
Inference of Circadian Regulatory Pathways Based on Delay Differential Equations. IWBBIO (2) (2015)
Benn Macdonald, Catherine F. Higham, Dirk Husmeier
Controversy in mechanistic modelling with Gaussian processes. ICML (2015)
Catherine F. Higham, Dirk Husmeier
A Bayesian approach for parameter estimation in the extended clock gene circuit of Arabidopsis thaliana. BMC Bioinform. 14 (S-10) (2013)
Catherine F. Higham
Bifurcation analysis informs Bayesian inference in the Hes1 feedback loop. BMC Syst. Biol. 3 (2009)