Maria Lomeli
Maria Lomeli
Research engineer, Meta AI FAIR labs
Verified email at - Homepage
Cited by
Cited by
Kernel Adaptive Metropolis–Hastings.
D Sejdinovic, H Strathmann, M Lomeli-Garcia, C Andrieu, A Gretton
ICML, 1665-1673, 2014
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
General Latent Feature Models for Heterogeneous Datasets.
I Valera, MF Pradier, M Lomeli, Z Ghahramani
J. Mach. Learn. Res. 21, 100:1-100:49, 2020
A marginal sampler for σ-stable Poisson–Kingman mixture models
M Lomelí, S Favaro, YW Teh
Journal of Computational and Graphical Statistics, 2015
Facebook’s cyber–cyber and cyber–physical digital twins
J Ahlgren, K Bojarczuk, S Drossopoulou, I Dvortsova, J George, ...
Evaluation and Assessment in Software Engineering, 1-9, 2021
Antithetic and Monte Carlo kernel estimators for partial rankings
M Lomeli, M Rowland, A Gretton, Z Ghahramani
Statistics and Computing 29 (5), 1127-1147, 2019
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
A hybrid sampler for Poisson–Kingman mixture models
M Lomeli, S Favaro, YW Teh
Advances in Neural Information Processing Systems, 2161-2169, 2015
Sampling and inference for discrete random probability measures in probabilistic programs
B Bloem-Reddy, E Mathieu, A Foster, T Rainforth, YW Teh, H Ge, ...
NIPS Workshop on Advances in Approximate Bayesian Inference, 2017
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
Masking schemes for universal marginalisers
D Gautam, M Lomeli, K Gourgoulias, D Thompson, S Johri
Advances in Approximate Bayesian Inference symposium, 2019
Universal marginalizer for amortised inference and embedding of generative models
R Walecki, A Buchard, K Gourgoulias, C Hart, M Lomeli, AKW Navarro, ...
arXiv preprint arXiv:1811.04727, 2018
Antithetic and Monte Carlo kernel estimators for partial rankings
M Lomeli, M Rowland, A Gretton, Z Ghahramani
arXiv preprint arXiv:1807.00400, 2018
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
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
General Bayesian inference schemes in infinite mixture models
MD Lomelí-García
UCL (University College London), 2017
Behavioural and Structural Imitation Models in Facebook’s WW Simulation System
J Ahlgren, K Bojarczuk, I Dvortsova, M Harman, R Hatout, M Lomeli, ...
Improving Wikipedia Verifiability with AI
F Petroni, S Broscheit, A Piktus, P Lewis, G Izacard, L Hosseini, ...
arXiv preprint arXiv:2207.06220, 2022
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