Članci s nalozima za javni pristup - Amauri H. SouzaSaznajte više
Dostupno negdje: 8
Simplifying graph convolutional networks
F Wu, A Souza, T Zhang, C Fifty, T Yu, K Weinberger
International conference on machine learning, 6861-6871, 2019
Nalozi: US National Science Foundation, Bill & Melinda Gates Foundation, US …
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2020
Nalozi: Academy of Finland
Provably expressive temporal graph networks
AH Souza, D Mesquita, S Kaski, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2022
Nalozi: Academy of Finland, European Commission, UK Research & Innovation
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection
J Hämäläinen, ASC Alencar, T Kärkkäinen, CLC Mattos, AHS Júnior, ...
Journal of Machine Learning Research, 2019
Nalozi: Academy of Finland
Learning Robust Statistics for Simulation-based Inference under Model Misspecification
D Huang, A Bharti, A Souza, L Acerbi, S Kaski
Advances in Neural Information Processing Systems (NeurIPS), 2023
Nalozi: Academy of Finland, UK Research & Innovation
Going beyond persistent homology using persistent homology
JE Immonen, AH Souza, V Garg
Advances in Neural Information Processing Systems (NeurIPS), 2023
Nalozi: Academy of Finland
On the Generalization of Equivariant Graph Neural Networks
R Karczewski, AH Souza, V Garg
Forty-first International Conference on Machine Learning (ICML), 2024
Nalozi: Academy of Finland
Analyzing GFlowNets: Stability, Expressiveness, and Assessment
T Silva, ES da Silva, RB Alves, LM Carvalho, AH Souza, S Kaski, V Garg, ...
ICML 2024 Workshop on Structured Probabilistic Inference {\&} Generative …, 2024
Nalozi: Fundação de Amparo à Pesquisa do Estado de São Paulo, European Commission …
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