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Milios, Dimitrios
5 publications
JMLR
2022
All You Need Is a Good Functional Prior for Bayesian Deep Learning
Ba-Hien Tran
,
Simone Rossi
,
Dimitrios Milios
,
Maurizio Filippone
ICML
2022
Revisiting the Effects of Stochasticity for Hamiltonian Samplers
Giulio Franzese
,
Dimitrios Milios
,
Maurizio Filippone
,
Pietro Michiardi
NeurIPS
2021
Model Selection for Bayesian Autoencoders
Ba-Hien Tran
,
Simone Rossi
,
Dimitrios Milios
,
Pietro Michiardi
,
Edwin V. Bonilla
,
Maurizio Filippone
ICML
2021
Sparse Within Sparse Gaussian Processes Using Neighbor Information
Gia-Lac Tran
,
Dimitrios Milios
,
Pietro Michiardi
,
Maurizio Filippone
NeurIPS
2018
Dirichlet-Based Gaussian Processes for Large-Scale Calibrated Classification
Dimitrios Milios
,
Raffaello Camoriano
,
Pietro Michiardi
,
Lorenzo Rosasco
,
Maurizio Filippone