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Maria Lomeli
Maria Lomeli
Meta, FAIR
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Toolformer: Language models can teach themselves to use tools
T Schick, J Dwivedi-Yu, R Dessì, R Raileanu, M Lomeli, E Hambro, ...
Advances in Neural Information Processing Systems 36, 2024
7232024
Atlas: Few-shot learning with retrieval augmented language models
G Izacard, P Lewis, M Lomeli, L Hosseini, F Petroni, T Schick, ...
arXiv preprint arXiv:2208.03299, 2022
3242022
Augmented language models: a survey
G Mialon, R Dessì, M Lomeli, C Nalmpantis, R Pasunuru, R Raileanu, ...
arXiv preprint arXiv:2302.07842, 2023
2892023
Kernel Adaptive Metropolis–Hastings.
D Sejdinovic, H Strathmann, M Lomeli-Garcia, C Andrieu, A Gretton
ICML, 1665-1673, 2014
572014
Testing web enabled simulation at scale using metamorphic testing
J Ahlgren, M Berezin, K Bojarczuk, E Dulskyte, I Dvortsova, J George, ...
2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021
472021
Facebook’s cyber–cyber and cyber–physical digital twins
J Ahlgren, K Bojarczuk, S Drossopoulou, I Dvortsova, J George, ...
Proceedings of the 25th International Conference on Evaluation and …, 2021
272021
General latent feature models for heterogeneous datasets
I Valera, MF Pradier, M Lomeli, Z Ghahramani
Journal of Machine Learning Research 21 (100), 1-49, 2020
272020
A marginal sampler for σ-stable Poisson–Kingman mixture models
M Lomelí, S Favaro, YW Teh
Journal of Computational and Graphical Statistics, 2015
222015
Antithetic and Monte Carlo kernel estimators for partial rankings
M Lomeli, M Rowland, A Gretton, Z Ghahramani
Statistics and Computing 29, 1127-1147, 2019
202019
Ra-dit: Retrieval-augmented dual instruction tuning
XV Lin, X Chen, M Chen, W Shi, M Lomeli, R James, P Rodriguez, J Kahn, ...
arXiv preprint arXiv:2310.01352, 2023
182023
The faiss library
M Douze, A Guzhva, C Deng, J Johnson, G Szilvasy, PE Mazaré, ...
arXiv preprint arXiv:2401.08281, 2024
152024
Editeval: An instruction-based benchmark for text improvements
J Dwivedi-Yu, T Schick, Z Jiang, M Lomeli, P Lewis, G Izacard, E Grave, ...
arXiv preprint arXiv:2209.13331, 2022
152022
Measurement challenges for cyber cyber digital twins: Experiences from the deployment of Facebook's ww simulation system
K Bojarczuk, N Gucevska, S Lucas, I Dvortsova, M Harman, E Meijer, ...
Proceedings of the 15th ACM/IEEE International Symposium on Empirical …, 2021
142021
Improving wikipedia verifiability with ai
F Petroni, S Broscheit, A Piktus, P Lewis, G Izacard, L Hosseini, ...
Nature Machine Intelligence 5 (10), 1142-1148, 2023
112023
On the stick-breaking representation of σ-stable Poisson–Kingman models
S Favaro, M Lomeli, B Nipoti, YW Teh
Electronic Journal of Statistics 8 (1), 1063-1085, 2014
112014
Testing Web Enabled Simulation at Scale Using Metamorphic Testing. In 2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice …
J Ahlgren, ME Berezin, K Bojarczuk, E Dulskyte, I Dvortsova, J George, ...
IEEE, 140¶149, 2021
62021
A hybrid sampler for Poisson–Kingman mixture models
M Lomeli, S Favaro, YW Teh
Advances in Neural Information Processing Systems, 2161-2169, 2015
52015
Sampling and inference for discrete random probability measures in probabilistic programs
B Bloem-Reddy, E Mathieu, A Foster, T Rainforth, YW Teh, H Ge, ...
Proc. NeurIPS 2017 Workshop on Advances in Approximate Bayesian Inference, 2017
42017
Behavioural and structural imitation models in Facebook’s WW simulation system (keynote paper)
J Ahlgren, K Bojarczuk, I Dvortsova, M Harman, R Hatout, M Lomeli, ...
9th International Workshop on Realizing Artificial Intelligence Synergies in …, 2021
32021
On a class of σ-stable Poisson–Kingman models and an effective marginalized sampler
S Favaro, M Lomeli, YW Teh
Statistics and Computing 25 (1), 67-78, 2015
32015
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Articles 1–20