Sokol Koço

Joined

July 2019

Names

Sokol Koço

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Aix Marseille Univ (univ-amu.fr)

2019 – 2020

Advisors, Relations & Conflicts

Coworker

2019 – 2020

Coworker

Thierry Artieres

2019 – 2020

PhD Advisor

2010 – 2013

Expertise

ensemble methods

,

boosting

,

multi-armed bandits

2010 – Present

Publications

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
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Toolbox for Multimodal Learn (scikit-multimodallearn)
Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette
- Published: 01 Jan 2022, Last Modified: 01 May 2023
- J. Mach. Learn. Res. 2022
- Readers: Everyone
Greedy methods, randomization approaches, and multiarm bandit algorithms for efficient sparsity-constrained optimization
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
- 31 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
- 2017 (modified: 28 Feb 2022)
- IEEE Trans. Neural Networks Learn. Syst. 2017
- Readers: Everyone
Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
- 2015 (modified: 28 Feb 2022)
- CoRR 2015
- Readers: Everyone
More efficient sparsity-inducing algorithms using inexact gradient
Alain Rakotomamonjy, Sokol Koço, Liva Ralaivola
- 2015 (modified: 28 Feb 2022)
- EUSIPCO 2015
- Readers: Everyone
The Multi-Task Learning View of Multimodal Data
Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant
- 2013 (modified: 08 Nov 2022)
- ACML 2013
- Readers: Everyone
On multi-class learning through the minimization of the confusion matrix norm
Sokol Koço, Cécile Capponi
- Published: 01 Jan 2013, Last Modified: 01 May 2023
- CoRR 2013
- Readers: Everyone
On multi-class classification through the minimization of the confusion matrix norm
Sokol Koço, Cécile Capponi
- Published: 01 Jan 2013, Last Modified: 01 May 2023
- ACML 2013
- Readers: Everyone
PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification
Emilie Morvant, Sokol Koço, Liva Ralaivola
- 2012 (modified: 16 Jul 2019)
- ICML 2012
- Readers: Everyone

View all 13 publications

Co-Authors