Aleksandar Botev
Aleksandar Botev
Google Deepmind
Verified email at google.com
Title
Cited by
Cited by
Year
Online structured laplace approximations for overcoming catastrophic forgetting
H Ritter, A Botev, D Barber
arXiv preprint arXiv:1805.07810, 2018
1102018
A scalable laplace approximation for neural networks
H Ritter, A Botev, D Barber
6th International Conference on Learning Representations, ICLR 2018 …, 2018
1102018
Practical gauss-newton optimisation for deep learning
A Botev, H Ritter, D Barber
International Conference on Machine Learning, 557-565, 2017
892017
Hamiltonian generative networks
P Toth, DJ Rezende, A Jaegle, S Racanière, A Botev, I Higgins
arXiv preprint arXiv:1909.13789, 2019
652019
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
582017
Nesterov's accelerated gradient and momentum as approximations to regularised update descent
A Botev, G Lever, D Barber
arXiv preprint arXiv:1607.01981, 2016
232016
Complementary Sum Sampling for Likelihood Approximation in Large Scale Classification
A Botev, B Zheng, D Barber
AISTATS 54, 1030-1038, 2017
182017
Disentangling by Subspace Diffusion
D Pfau, I Higgins, A Botev, S Racanière
arXiv preprint arXiv:2006.12982, 2020
72020
Better, faster fermionic neural networks
JS Spencer, D Pfau, A Botev, WMC Foulkes
arXiv preprint arXiv:2011.07125, 2020
42020
Dealing with a large number of classes--Likelihood, Discrimination or Ranking?
D Barber, A Botev
arXiv preprint arXiv:1606.06959, 2016
32016
Which priors matter? Benchmarking models for learning latent dynamics
A Botev, A Jaegle, P Wirnsberger, D Hennes, I Higgins
2021
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
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Articles 1–14