Hamed Masnadi-Shirazi - researchr alias

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Viewing Publication 1 - 11 from 11

2019

Cost-sensitive support vector machinesArya Iranmehr, Hamed Masnadi-Shirazi, Nuno Vasconcelos. ijon, 343:50-64, 2019. [doi]

2015

A view of margin losses as regularizers of probability estimatesHamed Masnadi-Shirazi, Nuno Vasconcelos. jmlr, 16:2751-2795, 2015. [doi]

2011

The design of Bayes consistent loss functions for classificationHamed Masnadi-Shirazi. PhD thesis, University of California, San Diego, USA, 2011. [doi]

Cost-Sensitive BoostingHamed Masnadi-Shirazi, Nuno Vasconcelos. pami, 33(2):294-309, 2011. [doi]

TaylorBoost: First and second-order boosting algorithms with explicit margin controlMohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos. cvpr 2011: 2929-2934 [doi]

2010

Variable margin losses for classifier designHamed Masnadi-Shirazi, Nuno Vasconcelos. nips 2010: 1576-1584 [doi]

Risk minimization, probability elicitation, and cost-sensitive SVMsHamed Masnadi-Shirazi, Nuno Vasconcelos. icml 2010: 759-766 [doi]

On the design of robust classifiers for computer visionHamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos. cvpr 2010: 779-786 [doi]

2008

On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoostHamed Masnadi-Shirazi, Nuno Vasconcelos. nips 2009: 1049-1056 [doi]

2007

High Detection-rate Cascades for Real-Time Object DetectionHamed Masnadi-Shirazi, Nuno Vasconcelos. iccv 2007: 1-6 [doi]

Asymmetric boostingHamed Masnadi-Shirazi, Nuno Vasconcelos. icml 2007: 609-619 [doi]

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