Luca Ganassali

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14)

Venues

COLT (2) ICML (1) NeurIPS (1)

Top co-authors

Laurent Massoulié (3) Jakob Maier (1) Mathieu Even (1) Fateme Jamshidi (1) Negar Kiyavash (1) marc lelarge (1)

Research topics

Mathematics & Optimization (3) Computer Science (2) Machine Learning (2) Mathematics (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Applications (1) Core AI (1) Core Methods (1) Foundations (1) Optimization (1)

Keywords

graph alignment (3) convex optimization (1) causal discovery (1) graph matching (1) optimal transport (1) sample complexity (1) point cloud (1) procrustes analysis (1) entropy (1) procrustes problem (1) random graph (1) graph isomorphism (1) point cloud alignment (1) orthogonal transformation (1) unsupervised matching (1) probabilistic method (1) kernel density estimator (1) erdos-renyi model (1) tree matching (1) partial recovery (1)

Papers

Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NeurIPS 2024 On the sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery ICML 2024 Impossibility of Partial Recovery in the Graph Alignment Problem COLT 2021 From tree matching to sparse graph alignment COLT 2020