De Souza, Daniel Augusto

5 publications

NeurIPS 2025 Infinite Neural Operators: Gaussian Processes on Functions Daniel Augusto de Souza, Yuchen Zhu, Harry Jake Cunningham, Yuri Saporito, Diego Mesquita, Marc Peter Deisenroth

ICML 2025 When Can Proxies Improve the Sample Complexity of Preference Learning? Yuchen Zhu, Daniel Augusto De Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt Kusner, Alexander D’Amour

NeurIPS 2024 Streaming Bayes GFlowNets Tiago da Silva, Daniel Augusto de Souza, Diego Mesquita

ICMLW 2024 Variational Inference with Censored Gaussian Process Regressors Andrea Karlova, Rishabh Kabra, Daniel Augusto de Souza, Brooks Paige

NeurIPS 2023 Thin and Deep Gaussian Processes Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A Álvarez, Marc Deisenroth, João Paulo Gomes, Diego Mesquita, César Lincoln Mattos