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Daniel Augusto de Souza
Daniel Augusto de Souza
Other namesDaniel A. R. M. A. de Souza, Daniel Augusto Ramos Macedo Antunes de Souza
PhD Student, UCL
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
152019
Self-tuning portfolio-based Bayesian optimization
TP Vasconcelos, DARMA de Souza, GCM Virgolino, CLC Mattos, ...
Expert Systems With Applications 188, 115847, 2022
92022
Parallel MCMC without embarrassing failures
DA De Souza, D Mesquita, S Kaski, L Acerbi
International Conference on Artificial Intelligence and Statistics, 1786-1804, 2022
72022
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
42023
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
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
12024
Contributions on latent projections for Gaussian process modeling
DARMA Souza
2020
Deep Mahalanobis Gaussian Process
DA de Souza, D Mesquita, CL Mattos, JP Gomes
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Articles 1–8