Forward stagewise additive model for collaborative multiview boosting

A Lahiri, B Paria, PK Biswas - IEEE Transactions on Neural …, 2016 - ieeexplore.ieee.org
Multiview assisted learning has gained significant attention in recent years in supervised
learning genre. Availability of high-performance computing devices enables learning …

Heterogeneous AdaBoost with stochastic algorithm selection

KW Hsu - Proceedings of the 11th International Conference on …, 2017 - dl.acm.org
We propose an ensemble learning algorithm based on AdaBoost and employing
heterogeneous algorithms with a stochastic process for algorithm selection. Diversity is an …

COMA-boost: co-operative multi agent AdaBoost

A Lahiri, B Paria, PK Biswas - … of the Tenth Indian Conference on …, 2016 - dl.acm.org
Multi feature space representation is a common practise in computer vision applications.
Traditional features such as HOG, SIFT, SURF etc., individually encapsulates certain …