Mohammad J. Saberian

2 papers · 2010–2011 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌱 Topic Pioneer 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Nuno Vasconcelos (2)

Research topics

Deep Learning (2) Machine Learning (2) Core Methods (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Computer Vision (1) Analysis (1) Application Areas (1) Learning Types · Machine Learning (1)

Keywords

boosting algorithm (2) object detection (1) cascade classifier (1) gradient descent (1) multi-class classification (1) coordinate descent (1) machine learning (1) cascade detection (1) cascade design (1) bayes consistency (1) margin theory (1) margin enforcement (1) cost-sensitive learning (1) weak learner (1) classifier cascade (1) ensemble learning (1) negative example bootstrapping (1)

Papers

Multiclass Boosting: Theory and Algorithms NeurIPS 2011 Boosting Classifier Cascades NeurIPS 2010