Concepedia

Marcello Carioni

MC

8

Publications

182

Citations

8

H-Index

2016

Active since

Affiliations

University of Graz(Current)

University of Twente

University of Cambridge

Marcello Carioni is an author at University of Graz specializing in deep learning, machine learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningComputer ScienceStatistical InferenceHealthRadiologyStatisticsData MiningData Science

Publications per year

2016–2024

8

Publications

8

Loss factorization, weakly supervised learning and label noise robustness

Giorgio Patrini, Frank Nielsen, Richard Nock et al. · arXiv (Cornell University) · 2016 · 42 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Loss factorization, weakly supervised learning and label noise\n robustness

Giorgio Patrini, Frank Nielsen, Richard Nock et al. · arXiv (Cornell University) · 2016 · 36 citations · Full text

Sinkhorn AutoEncoders

Giorgio Patrini, Rianne van den Berg, Patrick Forré et al. · arXiv (Cornell University) · 2018 · 30 citations · Full text

Engineering, Machine Learning, Generative Adversarial Network +11

A Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization

Kristian Bredies, Marcello Carioni, Silvio Fanzon et al. · Foundations of Computational Mathematics · 2022 · 24 citations · Full text

Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI

Simone Saitta, Marcello Carioni, Subhadip Mukherjee et al. · Computer Methods and Programs in Biomedicine · 2024 · 16 citations · Full text

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