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Daniel Augusto de Souza
Daniel Augusto de Souza
Sonstige NamenDaniel A. R. M. A. de Souza, Daniel Augusto Ramos Macedo Antunes de Souza
PhD Student, UCL
Bestätigte E-Mail-Adresse bei ucl.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
No-PASt-BO: Normalized portfolio allocation strategy for Bayesian optimization
TP Vasconcelos, DA de Souza, CLC Mattos, JPP Gomes
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
172019
Parallel MCMC without embarrassing failures
DA De Souza, D Mesquita, S Kaski, L Acerbi
International Conference on Artificial Intelligence and Statistics, 1786-1804, 2022
132022
Self-tuning portfolio-based Bayesian optimization
TP Vasconcelos, DARMA de Souza, GCM Virgolino, CLC Mattos, ...
Expert Systems with Applications 188, 115847, 2022
112022
Actually sparse variational Gaussian processes
HJ Cunningham, DA de Souza, S Takao, M van der Wilk, MP Deisenroth
International Conference on Artificial Intelligence and Statistics, 10395-10408, 2023
92023
Thin and deep Gaussian processes
DA de Souza, A Nikitin, ST John, M Ross, MA Álvarez, M Deisenroth, ...
Advances in Neural Information Processing Systems 36, 2024
32024
Learning GPLVM with arbitrary kernels using the unscented transformation
D de Souza, D Mesquita, JP Gomes, CL Mattos
International Conference on Artificial Intelligence and Statistics, 451-459, 2021
32021
When Can Proxies Improve the Sample Complexity of Preference Learning?
Y Zhu, DA de Souza, Z Shi, M Yang, P Minervini, A D'Amour, MJ Kusner
arXiv preprint arXiv:2412.16475, 2024
2024
Contributions on latent projections for Gaussian process modeling
DARMA Souza
2020
Streaming Bayes GFlowNets
T Silva, DA de Souza, D Mesquita
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
Variational Inference with Censored Gaussian Process Regressors
A Karlova, R Kabra, DA de Souza, B Paige
ICML 2024 Workshop on Structured Probabilistic Inference {\&} Generative …, 0
Deep Mahalanobis Gaussian Process
DA de Souza, D Mesquita, CL Mattos, JP Gomes
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