Sokol Koço

4 papers · 2013–2023 · 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 · Half 🐣 Hot Topic Early Bird 🏆 Keyword Champion 🧭 Keyword Pioneer

Venues

ACML (2) JMLR (1) UAI (1)

Top co-authors

Cécile Capponi (4) Hachem Kadri (2) Baptiste Bauvin (2) Dominique Benielli (1) Florence Clerc (1) François Laviolette (1) Jacques Corbeil (1) Emilie Morvant (1) Stéphane Ayache (1) Pascal Germain (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Core AI (2) Learning Types · Machine Learning (2) Deep Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

multimodal learning (2) binary classification (1) multi-class classification (1) classification algorithm (1) confusion matrix (1) ensemble method (1) generalization guarantee (1) interpretable model (1) imbalanced data (1) regression algorithm (1) python library (1) multi-task learning (1) kernel methods (1)

Papers

Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data UAI 2023 Toolbox for Multimodal Learn (scikit-multimodallearn) JMLR 2022 On multi-class classification through the minimization of the confusion matrix norm ACML 2013 The Multi-Task Learning View of Multimodal Data ACML 2013