Diego Parente Paiva Mesquita
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Sähköposti
ext-diego.parentepaivamesquita@aalto.fi
Tutkimusryhmät
- Professorship Kaski Samuel, Doctoral Researcher
- Professorship Kaski Samuel, Visitor (Faculty)
Julkaisut
Generalization and Distributed Learning of GFlowNets
Tiago da Silva, Amauri Souza, Omar Rivasplata, Vikas Garg, Samuel Kaski, Diego Mesquita
2025
13th International Conference on Learning Representations, ICLR 2025
When do GFlowNets learn the right distribution?
Tiago da Silva, Rodrigo Barreto Alves, Eliezer de Souza da Silva, Amauri Souza, Vikas Garg, Samuel Kaski, Diego Mesquita
2025
13th International Conference on Learning Representations, ICLR 2025
Embarrassingly Parallel GFlowNets
Tiago da Silva, Luis Max Carvalho, Amauri Souza, Samuel Kaski, Diego Mesquita
2024
Proceedings of the 41st International Conference on Machine Learning
Thin and deep Gaussian processes
Daniel Augusto de Souza, Alexander Nikitin, Ti John, Magnus Ross, Mauricio A. Alvarez, Marc Peter Deisenroth, Joao Paulo Pordeus Gomes, Diego Parente Paiva Mesquita, Cesar Lincoln Mattos
2024
Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023
Parallel MCMC Without Embarrassing Failures
Daniel Augusto de Souza, Diego Parente Paiva Mesquita, Samuel Kaski, Luigi Acerbi
2022
Proceedings of The 25th International Conference on Artificial Intelligence and Statistics
Bayesian Multilateration
Alisson Sampaio de Carvalho Alencar, Cesar Mattos, Joao Paulo Pordeus Gomes, Diego Mesquita
2022
IEEE Signal Processing Letters
Provably expressive temporal graph networks
Amauri H. Souza, Diego Mesquita, Samuel Kaski, Vikas Garg
2022
Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
Learning GPLVM with arbitrary kernels using the unscented transformation
Daniel Augusto de Souza, Diego Mesquita, Cesar Lincoln Mattos, Joao Paulo Gomes
2021
24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS)
Improving Graph Variational Autoencoders with Multi-Hop Simple Convolutions
Erik Jhones F. do Nascimento, Amauri H. Souza, Diego Mesquita
2021
ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Federated Stochastic Gradient Langevin Dynamics
Khaoula El Mekkaoui, Diego Parente Paiva Mesquita, Paul Blomstedt, Samuel Kaski
2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence