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2020 – today
- 2023
[c8]Baptiste Bauvin, Cécile Capponi, Florence Clerc, Pascal Germain, Sokol Koço, Jacques Corbeil:
Sample Boosting Algorithm (SamBA) - An interpretable greedy ensemble classifier based on local expertise for fat data. UAI 2023: 130-140- 2022
- [j2]Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette:
Toolbox for Multimodal Learn (scikit-multimodallearn). J. Mach. Learn. Res. 23: 51:1-51:7 (2022) - [c7]Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi:
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA 2022: 139-150
2010 – 2019
- 2017
- [j1]Alain Rakotomamonjy
, Sokol Koço, Liva Ralaivola:
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization. IEEE Trans. Neural Networks Learn. Syst. 28(11): 2789-2802 (2017) - 2015
- [c6]Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola:
More efficient sparsity-inducing algorithms using inexact gradient. EUSIPCO 2015: 709-713 - [i3]Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola:
Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization. CoRR abs/1508.06477 (2015) - 2013
- [c5]Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant:
The Multi-Task Learning View of Multimodal Data. ACML 2013: 261-276 - [c4]Sokol Koço, Cécile Capponi:
On multi-class classification through the minimization of the confusion matrix norm. ACML 2013: 277-292 - [i2]Sokol Koço, Cécile Capponi:
On multi-class learning through the minimization of the confusion matrix norm. CoRR abs/1303.4015 (2013) - 2012
- [c3]Emilie Morvant, Sokol Koço, Liva Ralaivola:
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification. ICML 2012 - [c2]Sokol Koço, Cécile Capponi, Frédéric Béchet:
Applying multiview learning algorithms to human-human conversation classification. INTERSPEECH 2012: 2322-2325 - [i1]Emilie Morvant, Sokol Koço, Liva Ralaivola:
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification. CoRR abs/1202.6228 (2012) - 2011
- [c1]Sokol Koço, Cécile Capponi:
A Boosting Approach to Multiview Classification with Cooperation. ECML/PKDD (2) 2011: 209-228
Coauthor Index
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