Hamed Masnadi-Shirazi

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 1

Top Topics

Probability Estimates

Class Distribution

Top Venues

J. Mach. Learn. Res.

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Arya Iranmehr, Hamed Masnadi-Shirazi, Nuno Vasconcelos
Cost-sensitive support vector machines. Neurocomputing 343 (2019)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
A view of margin losses as regularizers of probability estimates. J. Mach. Learn. Res. 16 (2015)
Hamed Masnadi-Shirazi, Nuno Vasconcelos, Arya Iranmehr
Cost-Sensitive Support Vector Machines CoRR (2012)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
Cost-Sensitive Boosting. IEEE Trans. Pattern Anal. Mach. Intell. 33 (2) (2011)
Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos
TaylorBoost: First and second-order boosting algorithms with explicit margin control. CVPR (2011)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
Risk minimization, probability elicitation, and cost-sensitive SVMs. ICML (2010)
Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos
On the design of robust classifiers for computer vision. CVPR (2010)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
Variable margin losses for classifier design. NIPS (2010)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost. NIPS (2008)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
High Detection-rate Cascades for Real-Time Object Detection. ICCV (2007)
Hamed Masnadi-Shirazi, Nuno Vasconcelos
Asymmetric boosting. ICML (2007)