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Adrià Garriga-Alonso
Adrià Garriga-Alonso
Research Scientist, FAR AI
Bestätigte E-Mail-Adresse bei far.ai - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
7672022
Deep Convolutional Networks as shallow Gaussian Processes
A Garriga-Alonso, L Aitchison, CE Rasmussen
arXiv preprint arXiv:1808.05587, 2018
2692018
Bayesian neural network priors revisited
V Fortuin, A Garriga-Alonso, SW Ober, F Wenzel, G Rätsch, RE Turner, ...
arXiv preprint arXiv:2102.06571, 2021
1292021
Towards automated circuit discovery for mechanistic interpretability
A Conmy, A Mavor-Parker, A Lynch, S Heimersheim, A Garriga-Alonso
Advances in Neural Information Processing Systems 36, 16318-16352, 2023
732023
Understanding variational inference in function-space
DR Burt, SW Ober, A Garriga-Alonso, M van der Wilk
arXiv preprint arXiv:2011.09421, 2020
402020
Exact Langevin dynamics with stochastic gradients
A Garriga-Alonso, V Fortuin
arXiv preprint arXiv:2102.01691, 2021
352021
Data augmentation in Bayesian neural networks and the cold posterior effect
S Nabarro, S Ganev, A Garriga-Alonso, V Fortuin, M van der Wilk, ...
Uncertainty in Artificial Intelligence, 1434-1444, 2022
262022
Causal scrubbing: A method for rigorously testing interpretability hypotheses
L Chan, A Garriga-Alonso, N Goldowsky-Dill, R Greenblatt, ...
AI Alignment Forum, 1828-1843, 2022
252022
BNNpriors: A library for Bayesian neural network inference with different prior distributions
V Fortuin, A Garriga-Alonso, M van der Wilk, L Aitchison
Software Impacts 9, 100079, 2021
232021
Correlated weights in infinite limits of deep convolutional neural networks
A Garriga-Alonso, M van der Wilk
Uncertainty in Artificial Intelligence, 1998-2007, 2021
62021
Probability Density Imputation of Missing Data with Gaussian Mixture Models
A Garriga-Alonso
University of Oxford, 2017
12017
Solving Montezuma's Revenge with Planning and Reinforcement Learning
A Garriga-Alonso
Universitat Pompeu Fabra, 2016
12016
Priors in finite and infinite Bayesian convolutional neural networks
A Garriga Alonso
2023
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