Sokol Koço

According to our database1, Sokol Koço authored at least 12 papers between 2011 and 2023.

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Bibliography

2023
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022
Toolbox for Multimodal Learn (scikit-multimodallearn).
J. Mach. Learn. Res., 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.
Proceedings of the Fourth International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2022

2017
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2017

2015
Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization.
CoRR, 2015

More efficient sparsity-inducing algorithms using inexact gradient.
Proceedings of the 23rd European Signal Processing Conference, 2015

2013
On multi-class learning through the minimization of the confusion matrix norm
CoRR, 2013

On multi-class classification through the minimization of the confusion matrix norm.
Proceedings of the Asian Conference on Machine Learning, 2013

The Multi-Task Learning View of Multimodal Data.
Proceedings of the Asian Conference on Machine Learning, 2013

2012
Applying multiview learning algorithms to human-human conversation classification.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
A Boosting Approach to Multiview Classification with Cooperation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011


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