Daniel Augusto de Souza

13 papers A* 3A 3Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Boosted GFlowNets: Improving Exploration via Sequential Learning.
CoRR
Pedro Dall'Antonia, Tiago da Silva, Daniel Augusto de Souza, César Lincoln C. Mattos, Diego Mesquita
2025 J jnl
Infinite Neural Operators: Gaussian processes on functions.
CoRR
Daniel Augusto de Souza, Yuchen Zhu, Harry Jake Cunningham, Yuri F. Saporito, Diego Mesquita, Marc Peter Deisenroth
2025 A* conf
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML
Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt J. Kusner, Alexander Nicholas D'Amour
2024 A* conf
Streaming Bayes GFlowNets.
NeurIPS
Tiago da Silva, Daniel Augusto de Souza, Diego Mesquita
2024 J jnl
Streaming Bayes GFlowNets.
CoRR
Tiago da Silva, Daniel Augusto de Souza, Diego Mesquita
2024 J jnl
When Can Proxies Improve the Sample Complexity of Preference Learning?
CoRR
Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Alexander D'Amour, Matt J. Kusner
2023 A conf
Actually Sparse Variational Gaussian Processes.
AISTATS
Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth
2023 J jnl
Actually Sparse Variational Gaussian Processes.
CoRR
Harry Jake Cunningham, Daniel Augusto de Souza, So Takao, Mark van der Wilk, Marc Peter Deisenroth
2023 J jnl
Thin and Deep Gaussian Processes.
CoRR
Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João P. P. Gomes, Diego Mesquita, César Lincoln C. Mattos
2023 A* conf
Thin and deep Gaussian processes.
NeurIPS
Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João Paulo Pordeus Gomes, Diego Mesquita, César Lincoln C. Mattos
2022 A conf
Parallel MCMC Without Embarrassing Failures.
AISTATS
Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi
2022 J jnl
Parallel MCMC Without Embarrassing Failures.
CoRR
Daniel Augusto de Souza, Diego Mesquita, Samuel Kaski, Luigi Acerbi
2021 A conf
Learning GPLVM with arbitrary kernels using the unscented transformation.
AISTATS
Daniel Augusto de Souza, Diego Mesquita, João Paulo Pordeus Gomes, César Lincoln C. Mattos