Ioannis Partalas

3 papers · 2013–2017 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (2) JMLR (1)

Top co-authors

Rohit Babbar (2) Eric Gaussier (2) Massih R. Amini (2) Franck Iutzeler (1) Bikash Joshi (1) Massih-Reza Amini (1) Cécile Amblard (1) Yury Maximov (1)

Research topics

Machine Learning (3) Core Methods (3) Learning Types (2) Optimization & Theory (2) Data Science & Analytics (1) Natural Language Processing (1) Application Areas (1) Applications (1) Methods (1)

Keywords

multi-class classification (3) hierarchical classification (2) generalization bound (2) generalization error (1) approximation error (1) generalization error bound (1) taxonomy pruning (1) large-scale taxonomies (1) long-tailed distribution (1) hierarchy pruning (1) meta classifier (1) flat classification (1) taxonomy adaptation (1) binary classification (1) large-scale taxonomy (1) sampling strategy (1) empirical risk minimization (1)

Papers

Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification NeurIPS 2017 Learning Taxonomy Adaptation in Large-scale Classification JMLR 2016 On Flat versus Hierarchical Classification in Large-Scale Taxonomies NeurIPS 2013