Masnadi-Shirazi, Hamed

8 publications

JMLR 2015 A View of Margin Losses as Regularizers of Probability Estimates Hamed Masnadi-Shirazi, Nuno Vasconcelos

CVPR 2011 TaylorBoost: First and Second-Order Boosting Algorithms with Explicit Margin Control Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos

CVPR 2010 On the Design of Robust Classifiers for Computer Vision Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos

ICML 2010 Risk Minimization, Probability Elicitation, and Cost-Sensitive SVMs Hamed Masnadi-Shirazi, Nuno Vasconcelos

NeurIPS 2010 Variable Margin Losses for Classifier Design Hamed Masnadi-shirazi, Nuno Vasconcelos

NeurIPS 2008 On the Design of Loss Functions for Classification: Theory, Robustness to Outliers, and SavageBoost Hamed Masnadi-shirazi, Nuno Vasconcelos

ICML 2007 Asymmetric Boosting Hamed Masnadi-Shirazi, Nuno Vasconcelos

ICCV 2007 High Detection-Rate Cascades for Real-Time Object Detection Hamed Masnadi-Shirazi, Nuno Vasconcelos