| Online structured laplace approximations for overcoming catastrophic forgetting H Ritter, A Botev, D Barber arXiv preprint arXiv:1805.07810, 2018 | 103 | 2018 |
| A scalable laplace approximation for neural networks H Ritter, A Botev, D Barber 6th International Conference on Learning Representations, ICLR 2018 …, 2018 | 98 | 2018 |
| Practical gauss-newton optimisation for deep learning A Botev, H Ritter, D Barber International Conference on Machine Learning, 557-565, 2017 | 84 | 2017 |
| Hamiltonian generative networks P Toth, DJ Rezende, A Jaegle, S Racanière, A Botev, I Higgins arXiv preprint arXiv:1909.13789, 2019 | 61 | 2019 |
| Nesterov's accelerated gradient and momentum as approximations to regularised update descent A Botev, G Lever, D Barber 2017 International Joint Conference on Neural Networks (IJCNN), 1899-1903, 2017 | 53 | 2017 |
| Nesterov's accelerated gradient and momentum as approximations to regularised update descent A Botev, G Lever, D Barber arXiv preprint arXiv:1607.01981, 2016 | 23 | 2016 |
| Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification A Botev, B Zheng, D Barber AISTATS 54, 1030-1038, 2017 | 18 | 2017 |
| Disentangling by Subspace Diffusion D Pfau, I Higgins, A Botev, S Racanière arXiv preprint arXiv:2006.12982, 2020 | 5 | 2020 |
| Dealing with a large number of classes--Likelihood, Discrimination or Ranking? D Barber, A Botev arXiv preprint arXiv:1606.06959, 2016 | 2 | 2016 |
| Better, Faster Fermionic Neural Networks JS Spencer, D Pfau, A Botev, WMC Foulkes arXiv preprint arXiv:2011.07125, 2020 | 1 | 2020 |
| The Gauss-Newton matrix for Deep Learning models and its applications A Botev UCL (University College London), 2020 | | 2020 |
| Overdispersed variational autoencoders H Shah, D Barber, A Botev 2017 International Joint Conference on Neural Networks (IJCNN), 1109-1116, 2017 | | 2017 |
| Disentangling by Subspace Diffusion Download PDF D Pfau, I Higgins, A Botev, S Racaniere | | |
David BarberDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk
David BarberDepartment of Computer Science, University College LondonVerified email at ucl.ac.uk