Aspects of scaling and scalability for flow-based sampling of lattice QCD
Abbott, Ryan, Albergo, Michael S., Botev, Aleksandar, Boyda, Denis, Cranmer, Kyle, Hackett, Daniel C., Matthews, Alexander G. D. G., Racanière, Sébastien, Razavi, Ali, Rezende, Danilo J., Romero-López, Fernando, Shanahan, Phiala E., Urban, Julian M.
Published in The European physical journal. A, Hadrons and nuclei (04.11.2023)
Published in The European physical journal. A, Hadrons and nuclei (04.11.2023)
Get full text
Journal Article
Nesterov's accelerated gradient and momentum as approximations to regularised update descent
Botev, Aleksandar, Lever, Guy, Barber, David
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Published in 2017 International Joint Conference on Neural Networks (IJCNN) (01.05.2017)
Get full text
Conference Proceeding
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers
Get full text
Paper
Journal Article
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
Higgins, Irina, Wirnsberger, Peter, Jaegle, Andrew, Botev, Aleksandar
Published in arXiv.org (10.11.2021)
Published in arXiv.org (10.11.2021)
Get full text
Paper
Journal Article
Which priors matter? Benchmarking models for learning latent dynamics
Botev, Aleksandar, Jaegle, Andrew, Wirnsberger, Peter, Hennes, Daniel, Higgins, Irina
Published in arXiv.org (09.11.2021)
Published in arXiv.org (09.11.2021)
Get full text
Paper
Journal Article
Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation
He, Bobby, Martens, James, Zhang, Guodong, Botev, Aleksandar, Brock, Andrew, Smith, Samuel L, Teh, Yee Whye
Published in arXiv.org (20.02.2023)
Published in arXiv.org (20.02.2023)
Get full text
Paper
Journal Article
Disentangling by Subspace Diffusion
Pfau, David, Higgins, Irina, Botev, Aleksandar, Racanière, Sébastien
Published in arXiv.org (18.11.2020)
Published in arXiv.org (18.11.2020)
Get full text
Paper
Journal Article
Applications of flow models to the generation of correlated lattice QCD ensembles
Abbott, Ryan, Botev, Aleksandar, Boyda, Denis, Hackett, Daniel C, Kanwar, Gurtej, Racanière, Sébastien, Rezende, Danilo J, Romero-López, Fernando, Shanahan, Phiala E, Urban, Julian M
Published in arXiv.org (19.01.2024)
Published in arXiv.org (19.01.2024)
Get full text
Paper
Journal Article
Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting
Get full text
Paper
Journal Article
Better, Faster Fermionic Neural Networks
Spencer, James S, Pfau, David, Botev, Aleksandar, Foulkes, W M C
Published in arXiv.org (13.11.2020)
Published in arXiv.org (13.11.2020)
Get full text
Paper
Journal Article
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
De, Soham, Smith, Samuel L, Anushan Fernando, Botev, Aleksandar, Cristian-Muraru, George, Gu, Albert, Haroun, Ruba, Berrada, Leonard, Chen, Yutian, Srinivasan, Srivatsan, Desjardins, Guillaume, Doucet, Arnaud, Budden, David, Teh, Yee Whye, Pascanu, Razvan, Nando De Freitas, Gulcehre, Caglar
Published in arXiv.org (29.02.2024)
Published in arXiv.org (29.02.2024)
Get full text
Paper
Journal Article
Aspects of scaling and scalability for flow-based sampling of lattice QCD
Abbott, Ryan, Albergo, Michael S, Botev, Aleksandar, Boyda, Denis, Cranmer, Kyle, Hackett, Daniel C, Alexander G D G Matthews, Racanière, Sébastien, Razavi, Ali, Rezende, Danilo J, Romero-López, Fernando, Shanahan, Phiala E, Urban, Julian M
Published in arXiv.org (14.11.2022)
Published in arXiv.org (14.11.2022)
Get full text
Paper
Journal Article
Hamiltonian Generative Networks
Toth, Peter, Danilo Jimenez Rezende, Jaegle, Andrew, Racanière, Sébastien, Botev, Aleksandar, Higgins, Irina
Published in arXiv.org (14.02.2020)
Published in arXiv.org (14.02.2020)
Get full text
Paper
Journal Article
Sampling QCD field configurations with gauge-equivariant flow models
Abbott, Ryan, Albergo, Michael S, Botev, Aleksandar, Boyda, Denis, Cranmer, Kyle, Hackett, Daniel C, Kanwar, Gurtej, Matthews, Alexander G. D. G, Racanière, Sébastien, Razavi, Ali, Rezende, Danilo J, Romero-López, Fernando, Shanahan, Phiala E, Urban, Julian M
Year of Publication 07.08.2022
Year of Publication 07.08.2022
Get full text
Journal Article
Normalizing flows for lattice gauge theory in arbitrary space-time dimension
Abbott, Ryan, Albergo, Michael S, Botev, Aleksandar, Boyda, Denis, Cranmer, Kyle, Hackett, Daniel C, Kanwar, Gurtej, Alexander G D G Matthews, Racanière, Sébastien, Razavi, Ali, Rezende, Danilo J, Romero-López, Fernando, Shanahan, Phiala E, Urban, Julian M
Published in arXiv.org (03.05.2023)
Published in arXiv.org (03.05.2023)
Get full text
Paper
Journal Article
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
Botev, Aleksandar, De, Soham, Smith, Samuel L, Anushan Fernando, George-Cristian Muraru, Haroun, Ruba, Berrada, Leonard, Pascanu, Razvan, Sessa, Pier Giuseppe, Dadashi, Robert, Léonard Hussenot, Ferret, Johan, Girgin, Sertan, Bachem, Olivier, Andreev, Alek, Kenealy, Kathleen, Mesnard, Thomas, Cassidy Hardin, Bhupatiraju, Surya, Pathak, Shreya, Sifre, Laurent, Rivière, Morgane, Mihir Sanjay Kale, Love, Juliette, Tafti, Pouya, Joulin, Armand, Fiedel, Noah, Senter, Evan, Chen, Yutian, Srinivasan, Srivatsan, Desjardins, Guillaume, Budden, David, Doucet, Arnaud, Vikram, Sharad, Paszke, Adam, Gale, Trevor, Borgeaud, Sebastian, Chen, Charlie, Brock, Andy, Paterson, Antonia, Brennan, Jenny, Risdal, Meg, Gundluru, Raj, Devanathan, Nesh, Mooney, Paul, Chauhan, Nilay, Culliton, Phil, Martins, Luiz Gustavo, Bandy, Elisa, Huntsperger, David, Cameron, Glenn, Zucker, Arthur, Warkentin, Tris, Peran, Ludovic, Giang, Minh, Ghahramani, Zoubin, Farabet, Clément, Kavukcuoglu, Koray, Hassabis, Demis, Hadsell, Raia, Teh, Yee Whye, Nando de Frietas
Published in arXiv.org (28.08.2024)
Published in arXiv.org (28.08.2024)
Get full text
Paper
Journal Article