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Aitor Lewkowycz
Aitor Lewkowycz
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Cited by
Year
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
Journal of Machine Learning Research 24 (240), 1-113, 2023
29102023
Generalized gravitational entropy
A Lewkowycz, J Maldacena
Journal of High Energy Physics 2013 (8), 1-29, 2013
11572013
Quantum corrections to holographic entanglement entropy
T Faulkner, A Lewkowycz, J Maldacena
Journal of High Energy Physics 2013 (11), 1-18, 2013
9022013
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
6192022
Relative entropy equals bulk relative entropy
DL Jafferis, A Lewkowycz, J Maldacena, SJ Suh
Journal of High Energy Physics 2016 (6), 1-20, 2016
4932016
Show your work: Scratchpads for intermediate computation with language models
M Nye, AJ Andreassen, G Gur-Ari, H Michalewski, J Austin, D Bieber, ...
arXiv preprint arXiv:2112.00114, 2021
3622021
Solving quantitative reasoning problems with language models
A Lewkowycz, A Andreassen, D Dohan, E Dyer, H Michalewski, ...
Advances in Neural Information Processing Systems 35, 3843-3857, 2022
3542022
Deriving covariant holographic entanglement
X Dong, A Lewkowycz, M Rangamani
Journal of High Energy Physics 2016 (11), 1-39, 2016
2942016
Exact results for the entanglement entropy and the energy radiated by a quark
A Lewkowycz, J Maldacena
Journal of High Energy Physics 2014 (5), 1-29, 2014
2082014
Bulk locality from modular flow
T Faulkner, A Lewkowycz
Journal of High Energy Physics 2017 (7), 1-31, 2017
2012017
The large learning rate phase of deep learning: the catapult mechanism
A Lewkowycz, Y Bahri, E Dyer, J Sohl-Dickstein, G Gur-Ari
arXiv preprint arXiv:2003.02218, 2020
1802020
Entropy, extremality, Euclidean variations, and the equations of motion
X Dong, A Lewkowycz
Journal of High Energy Physics 2018 (1), 1-33, 2018
1752018
Complexity and the bulk volume, a new York time story
A Belin, A Lewkowycz, G Sárosi
Journal of High Energy Physics 2019 (3), 1-48, 2019
1212019
Exact results for static and radiative fields of a quark in super Yang-Mills
B Fiol, B Garolera, A Lewkowycz
Journal of High Energy Physics 2012 (5), 1-14, 2012
1212012
Scaling up models and data with t5x and seqio
A Roberts, HW Chung, G Mishra, A Levskaya, J Bradbury, D Andor, ...
Journal of Machine Learning Research 24 (377), 1-8, 2023
1022023
Effect of scale on catastrophic forgetting in neural networks
VV Ramasesh, A Lewkowycz, E Dyer
International Conference on Learning Representations, 2021
972021
Exploring length generalization in large language models
C Anil, Y Wu, A Andreassen, A Lewkowycz, V Misra, V Ramasesh, ...
Advances in Neural Information Processing Systems 35, 38546-38556, 2022
932022
TT¯ and EE, with implications for (A)dS subregion encodings
A Lewkowycz, J Liu, E Silverstein, G Torroba
Journal of High Energy Physics 2020 (4), 1-55, 2020
852020
The boundary dual of the bulk symplectic form
A Belin, A Lewkowycz, G Sárosi
Physics Letters B 789, 71-75, 2019
842019
Universality in the geometric dependence of Renyi entropy
A Lewkowycz, E Perlmutter
Journal of High Energy Physics 2015 (1), 1-36, 2015
832015
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Articles 1–20