Scholar
Maurizio Filippone
Google Scholar ID: ILUeAloAAAAJ
Associate Professor - Statistics Program, KAUST
Bayesian Deep Learning
Gaussian Processes
Bayesian Inference
Computational Statistics
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Citations & Impact
All-time
Citations
3,136
H-index
28
i10-index
54
Publications
20
Co-authors
22
list available
Publications
12 items
Sparsifying Stochasticity, Not Capacity: Partial Stochasticity via Deep Weight Factorization of Prior Scales
2026
Cited
0
DIPHINE: Diffusion-based $Φ$-ID Neural Estimator
2026
Cited
0
Position: agentic AI orchestration should be Bayes-consistent
2026
Cited
0
TENDE: Transfer Entropy Neural Diffusion Estimation
2025
Cited
0
Universal Adaptive Environment Discovery
2025
Cited
0
From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation
2025
Cited
0
GANs Secretly Perform Approximate Bayesian Model Selection
2025
Cited
0
Scaling Laws for Uncertainty in Deep Learning
2025
Cited
0
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Co-authors
15 total
Pietro Michiardi
EURECOM
Mark Girolami
University of Cambridge
Edwin V. Bonilla
Principal Research Scientist, CSIRO's Data61
Simone Rossi
Assistant Professor, EURECOM
Kurt Cutajar
Amazon
Ba-Hien Tran
Huawei Paris Research Center
Giulio Franzese
Assistant Professor - Eurecom
Marco Lorenzi
Université Côte d'Azur, Inria
