Marcello Carioni

3 papers · 2016–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ICML (1) NeurIPS (1) UAI (1)

Top co-authors

Giorgio Patrini (2) Frank Nielsen (2) Richard Nock (1) Samarth Bhargav (1) Max Welling (1) Ozan Öktem (1) Tim Genewein (1) Patrick Forré (1) Rianne van den Berg (1) Carola-Bibiane Schönlieb (1)

Research topics

Deep Learning (2) Computer Vision (1) Machine Learning (1) Mathematics & Optimization (1) Architectures (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Optimization (1) Optimization & Theory (1) Processing (1)

Keywords

wasserstein distance (1) optimal transport (1) weakly supervised learning (1) image reconstruction (1) label noise (1) empirical risk (1) sinkhorn algorithm (1) generative model (1) inverse problem (1) deep neural network (1) latent space (1) computed tomography (1) variational method (1) unpaired training (1) loss factorization (1) kernel mean operator (1)

Papers

End-to-end reconstruction meets data-driven regularization for inverse problems NeurIPS 2021 Sinkhorn AutoEncoders UAI 2019 Loss factorization, weakly supervised learning and label noise robustness ICML 2016