Hamed Masnadi-Shirazi

According to our database, Hamed Masnadi-Shirazi authored at least 11 papers between 2007 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Cost-sensitive support vector machines.

Arya Iranmehr, Hamed Masnadi-Shirazi, Nuno Vasconcelos

Neurocomputing, 2019

2015

A view of margin losses as regularizers of probability estimates.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

J. Mach. Learn. Res., 2015

2011

The design of Bayes consistent loss functions for classification.

Hamed Masnadi-Shirazi

PhD thesis, 2011

Cost-Sensitive Boosting.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

IEEE Trans. Pattern Anal. Mach. Intell., 2011

TaylorBoost: First and second-order boosting algorithms with explicit margin control.

Mohammad J. Saberian, Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Variable margin losses for classifier design.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Risk minimization, probability elicitation, and cost-sensitive SVMs.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

On the design of robust classifiers for computer vision.

Hamed Masnadi-Shirazi, Vijay Mahadevan, Nuno Vasconcelos

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2008

On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Asymmetric boosting.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the Machine Learning, 2007

High Detection-rate Cascades for Real-Time Object Detection.

Hamed Masnadi-Shirazi, Nuno Vasconcelos

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007