Giovanni Palla

2 papers · 2023–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Marco Cuturi (1) Fabian J Theis (1) Luca Eyring (1) Niki Kilbertus (1) Théo Uscidda (1) meyer scetbon (1) Dominik Klein (1) Michal Klein (1) Zeynep Akata (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Models (1) Optimization (1)

Keywords

unbalanced optimal transport (2) low-rank approximation (1) entropic regularization (1) entropy regularization (1) domain translation (1) spatial transcriptomics (1) unbalanced transport (1) unpaired learning (1) monge map (1) fused gromov-wasserstein (1) low-rank solver (1) optimal transport (1) mass conservation (1)

Papers

Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation ICLR 2024 Unbalanced Low-rank Optimal Transport Solvers NeurIPS 2023