Sokol Koço

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 4

Top Topics

Confusion Matrix

Multi Class Learning

Multimodal Data

Constrained Optimization

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

J. Mach. Learn. Res.

Publications

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)
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 (2022)
Baptiste Bauvin, Jacques Corbeil, Dominique Benielli, Sokol Koço, Cécile Capponi
Integrating and reporting full multi-view supervised learning experiments using SuMMIT. LIDTA (2022)
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) (2017)
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
More efficient sparsity-inducing algorithms using inexact gradient. EUSIPCO (2015)
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization. CoRR (2015)
Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant
The Multi-Task Learning View of Multimodal Data. ACML (2013)
Sokol Koço, Cécile Capponi
On multi-class learning through the minimization of the confusion matrix norm CoRR (2013)
Sokol Koço, Cécile Capponi
On multi-class classification through the minimization of the confusion matrix norm. ACML (2013)
Emilie Morvant, Sokol Koço, Liva Ralaivola
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification CoRR (2012)
Emilie Morvant, Sokol Koço, Liva Ralaivola
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification. ICML (2012)
Sokol Koço, Cécile Capponi, Frédéric Béchet
Applying multiview learning algorithms to human-human conversation classification. INTERSPEECH (2012)
Sokol Koço, Cécile Capponi
A Boosting Approach to Multiview Classification with Cooperation. ECML/PKDD (2) (2011)