Sokol Koço

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data.

Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Toolbox for Multimodal Learn (scikit-multimodallearn).

Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette

J. Mach. Learn. Res., 2022

Integrating and reporting full multi-view supervised learning experiments using SuMMIT.

Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi

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.

Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola

IEEE Trans. Neural Networks Learn. Syst., 2017

2015

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

Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola

CoRR, 2015

More efficient sparsity-inducing algorithms using inexact gradient.

Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola

Proceedings of the 23rd European Signal Processing Conference, 2015

2013

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

Sokol Koço, Cécile Capponi

CoRR, 2013

On multi-class classification through the minimization of the confusion matrix norm.

Sokol Koço, Cécile Capponi

Proceedings of the Asian Conference on Machine Learning, 2013

The Multi-Task Learning View of Multimodal Data.

Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant

Proceedings of the Asian Conference on Machine Learning, 2013

2012

Applying multiview learning algorithms to human-human conversation classification.

Sokol Koço, Cécile Capponi, Frédéric Béchet

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification.

Emilie Morvant, Sokol Koço, Liva Ralaivola

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

A Boosting Approach to Multiview Classification with Cooperation.

Sokol Koço, Cécile Capponi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011