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Maurizio Filippone — most-cited papers & profile · Generative Models
← authors
·
overview
Maurizio Filippone
17
papers ·
131
citations ·
24
h-index
King Abdullah University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Random Feature Expansions for Deep Gaussian Processes
2016 · 83 citations
Constraining the Dynamics of Deep Probabilistic Models
2018 · 16 citations
An Identifiable Double VAE For Disentangled Representations
2020 · 12 citations
Good Initializations of Variational Bayes for Deep Models
2018 · 10 citations
Variational Calibration of Computer Models
2018 · 2 citations
Bridging GANs and Bayesian Neural Networks via Partial Stochasticity
2025 · 1 citations
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
2022 · 1 citations
Fully Bayesian Autoencoders with Latent Sparse Gaussian Processes
2023 · 1 citations
Efficient Approximate Inference with Walsh-Hadamard Variational Inference
2019
Top co-authors
Pietro Michiardi
· 4
Simone Rossi
· 3
Alessandro Finamore
· 1
Babak Shahbaba
· 1
Ba-Hien Tran
· 1
Dario Rossi
· 1
Edwin V. Bonilla
· 1
Giulio Franzese
· 1
Graziano Mita
· 1
Kurt Cutajar
· 1
Lixuan Yang
· 1
Marco Lorenzi
· 1
Topics
stat.ML
stat.AP
cs.IT
Training & Sampling
Diffusion Models
eess.SP
GANs
cs.LG