Articles with public access mandates - Diego MesquitaLearn more
Available somewhere: 7
Rethinking pooling in graph neural networks
D Mesquita, AH Souza, S Kaski
Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
Mandates: Academy of Finland
Provably expressive temporal graph networks
AH Souza, D Mesquita, S Kaski, V Garg
Advances in Neural Information Processing Systems (NeurIPS) 2022, 2022
Mandates: Academy of Finland, European Commission, UK Research & Innovation
Federated stochastic gradient Langevin dynamics
KE Mekkaoui, D Mesquita, P Blomstedt, S Kaski
Uncertainty in Artificial Intelligence (UAI) 2021, 2021
Mandates: Academy of Finland
Embarrassingly parallel MCMC using deep invertible transformations
D Mesquita, P Blomstedt, S Kaski
Uncertainty in Artificial Intelligence (UAI) 2019, 2019
Mandates: Academy of Finland
Parallel MCMC Without Embarrassing Failures
DA de Souza, D Mesquita, S Kaski, L Acerbi
Artificial Intelligence and Statistics (AISTATS) 2022, 2022
Mandates: Academy of Finland, UK Research & Innovation
Embarrassingly Parallel GFlowNets
T da Silva, LM Carvalho, A Souza, S Kaski, D Mesquita
International Conference on Machine Learning (ICML) 2024, 2024
Mandates: Academy of Finland, European Commission, UK Research & Innovation
Advances in distributed Bayesian inference and graph neural networks
D Mesquita
Aalto University, 2021
Mandates: Academy of Finland
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