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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
Parallel MCMC without embarrassing failures
DA De Souza, D Mesquita, S Kaski, L Acerbi
International Conference on Artificial Intelligence and Statistics, 1786-1804, 2022
92022
Self-tuning portfolio-based Bayesian optimization
TP Vasconcelos, DARMA de Souza, GCM Virgolino, CLC Mattos, ...
Expert Systems With Applications 188, 115847, 2022
92022
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