| Regularized Estimation of Piecewise Constant Gaussian Graphical Models: The Group-Fused Graphical Lasso AJ Gibberd, JDB Nelson Journal of Computational and Graphical Statistics, 2017 | 70 | 2017 |
| High dimensional changepoint detection with a dynamic graphical lasso AJ Gibberd, JDB Nelson 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 40 | 2014 |
| Multiple changepoint estimation in high-dimensional gaussian graphical models AJ Gibberd, S Roy arXiv preprint arXiv:1712.05786, 2017 | 28 | 2017 |
| Stranded houses? The price effect of a minimum energy efficiency standard K Ferentinos, A Gibberd, B Guin Energy Economics 120, 106555, 2023 | 19* | 2023 |
| Interpretable brain age prediction using linear latent variable models of functional connectivity R Pio Monti, A Gibberd, S Roy, M Nunes, R Lorenz, R Leech, T Ogawa, ... PLOS One, 2020 | 19 | 2020 |
| The locally stationary dual-tree complex wavelet model JDB Nelson, AJ Gibberd, C Nafornita, N Kingsbury Statistics and Computing 28, 1139-1154, 2018 | 12 | 2018 |
| Estimating Dynamic Graphical Models from Multivariate Time-Series Data: Recent Methods and Results AJ Gibberd, JDB Nelson Advanced Analysis and Learning on Temporal Data (LNCS), 111-128, 2016 | 12 | 2016 |
| Sparse Temporal Disaggregation L Mosley, I Eckley, A Gibberd Journal of the Royal Statistical Society: Series A, 2022 | 5 | 2022 |
| Hedging parameter selection for basis pursuit S Chretien, A Gibberd, S Roy arXiv preprint arXiv:1805.01870, 2018 | 4 | 2018 |
| Estimating multiresolution dependency graphs within the stationary wavelet framework AJ Gibberd, JDB Nelson 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015 | 4 | 2015 |
| The sparse dynamic factor model: a regularised quasi-maximum likelihood approach L Mosley, TST Chan, A Gibberd Statistics and Computing, 2024 | 3 | 2024 |
| The Time-Varying Dependency Patterns of NetFlow Statistics AJ Gibberd, M Evangelou, JDB Nelson 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 2017 | 3 | 2017 |
| Introducing the locally stationary dual-tree complex wavelet model JDB Nelson, AJ Gibberd 2016 IEEE International Conference on Image Processing (ICIP), 3583-3587, 2016 | 3 | 2016 |
| sparseDFM: An R Package to Estimate Dynamic Factor Models with Sparse Loadings L Mosley, TST Chan, A Gibberd https://arxiv.org/abs/2303.14125, 2023 | 2 | 2023 |
| Sparsity in the multivariate wavelet framework: a comparative study using epileptic electroencephalography data AJ Gibberd, JDB Nelson IET Intelligent Signal Processing (ISP2015), 2015 | 2 | 2015 |
| When “time varying” volatility meets “transaction cost” in portfolio selection EL W. Qiao, D. Bu, A. Gibberd, Y. Liao, T. Wen Journal of Empirical Finance, 2023 | 1 | 2023 |
| Consistent multiple changepoint estimation with fused gaussian graphical models A Gibberd, S Roy Annals of the Institute of Statistical Mathematics 73, 283-309, 2021 | 1 | 2021 |
| Wavelet Spectra for Multivariate Point Processes E Cohen, A Gibberd Biometrika, 2021 | 1 | 2021 |
| Characterising Dependency in Computer Networks using Spectral Coherence A Gibberd, J Noble, E Cohen Proceedings of the International Conference on Time Series and Forecasting, 2018 | 1 | 2018 |
| Regularised Estimation of 2D-Locally Stationary Wavelet Processes AJ Gibberd, JDB Nelson 2016 IEEE Workshop on Statistical Signal Processing (SSP), 2016 | 1 | 2016 |
James NelsonSenior Lecturer (Associate Professor) in Statistical Science, University College LondonVerified email at ucl.ac.uk
