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Hamed Masnadi-Shirazi
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2010 – 2019
- 2019
- [j3]Arya Iranmehr
, Hamed Masnadi-Shirazi, Nuno Vasconcelos
:
Cost-sensitive support vector machines. Neurocomputing 343: 50-64 (2019) - 2015
- [j2]Hamed Masnadi-Shirazi, Nuno Vasconcelos:
A view of margin losses as regularizers of probability estimates. J. Mach. Learn. Res. 16: 2751-2795 (2015) - 2012
- [i1]Hamed Masnadi-Shirazi, Nuno Vasconcelos, Arya Iranmehr:
Cost-Sensitive Support Vector Machines. CoRR abs/1212.0975 (2012) - 2011
- [b1]Hamed Masnadi-Shirazi:
The design of Bayes consistent loss functions for classification. University of California, San Diego, USA, 2011 - [j1]Hamed Masnadi-Shirazi, Nuno Vasconcelos
:
Cost-Sensitive Boosting. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 294-309 (2011) - [c7]Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos
:
TaylorBoost: First and second-order boosting algorithms with explicit margin control. CVPR 2011: 2929-2934 - 2010
- [c6]Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos
:
On the design of robust classifiers for computer vision. CVPR 2010: 779-786 - [c5]Hamed Masnadi-Shirazi, Nuno Vasconcelos:
Risk minimization, probability elicitation, and cost-sensitive SVMs. ICML 2010: 759-766 - [c4]Hamed Masnadi-Shirazi, Nuno Vasconcelos:
Variable margin losses for classifier design. NIPS 2010: 1576-1584
2000 – 2009
- 2008
- [c3]Hamed Masnadi-Shirazi, Nuno Vasconcelos:
On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost. NIPS 2008: 1049-1056 - 2007
- [c2]Hamed Masnadi-Shirazi, Nuno Vasconcelos
:
High Detection-rate Cascades for Real-Time Object Detection. ICCV 2007: 1-6 - [c1]Hamed Masnadi-Shirazi, Nuno Vasconcelos
:
Asymmetric boosting. ICML 2007: 609-619
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