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Maurizio Filippone

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 5:10 AM AMS

7

papers

141

total citations

papers (7)

Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI

Continuous-Time Functional Diffusion Processes

NEURIPS 2023arXiv

Walsh-Hadamard Variational Inference for Bayesian Deep Learning

NEURIPS 2020arXiv

Model Selection for Bayesian Autoencoders

NEURIPS 2021arXiv

Zero-shot Model-based Reinforcement Learning using Large Language Models

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models

NEURIPS 2023arXiv