Nicolas Baskiotis
Nicolas Baskiotis
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An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition
G Tsatsaronis, G Balikas, P Malakasiotis, I Partalas, M Zschunke, ...
BMC bioinformatics 16 (1), 1-28, 2015
Lshtc: A benchmark for large-scale text classification
I Partalas, A Kosmopoulos, N Baskiotis, T Artieres, G Paliouras, ...
arXiv preprint arXiv:1503.08581, 2015
Multi-armed bandit, dynamic environments and meta-bandits
C Hartland, S Gelly, N Baskiotis, O Teytaud, M Sebag
Change point detection and meta-bandits for online learning in dynamic environments
C Hartland, N Baskiotis, S Gelly, M Sebag, O Teytaud
CAp 2007: 9è Conférence francophone sur l'apprentissage automatique, 237-250, 2007
A Machine Learning Approach for Statistical Software Testing.
N Baskiotis, M Sebag, MC Gaudel, SD Gouraud
IJCAI, 2274-2279, 2007
Mining ticketing logs for usage characterization with nonnegative matrix factorization
M Poussevin, E Tonnelier, N Baskiotis, V Guigue, P Gallinari
Big Data Analytics in the Social and Ubiquitous Context: 5th International …, 2016
Link discovery using graph feature tracking
E Richard, N Baskiotis, T Evgeniou, N Vayatis
Advances in Neural Information Processing Systems 23, 2010
Joint prediction of road-traffic and parking occupancy over a city with representation learning
A Ziat, B Leroy, N Baskiotis, L Denoyer
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
Evaluation framework specifications
G Balikas, I Partalas, A Kosmopoulos, S Petridis, P Malakasiotis, ...
Project deliverable D 4, 2013
Anomaly detection in smart card logs and distant evaluation with Twitter: a robust framework
E Tonnelier, N Baskiotis, V Guigue, P Gallinari
Neurocomputing 298, 109-121, 2018
C4. 5 competence map: a phase transition-inspired approach
N Baskiotis, M Sebag
Proceedings of the twenty-first international conference on Machine learning, 10, 2004
Smart card in public transportation: Designing a analysis system at the human scale
E Tonnelier, N Baskiotis, V Guigue, P Gallinari
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
LEADS: Learning dynamical systems that generalize across environments
Y Yin, I Ayed, E de Bézenac, N Baskiotis, P Gallinari
Advances in Neural Information Processing Systems 34, 7561-7573, 2021
Generalizing to new physical systems via context-informed dynamics model
M Kirchmeyer, Y Yin, J Donà, N Baskiotis, A Rakotomamonjy, P Gallinari
International Conference on Machine Learning, 11283-11301, 2022
CARE: a platform for reliable Comparison and Analysis of Reverse-Engineering techniques
S Lamprier, N Baskiotis, T Ziadi, LM Hillah
2013 18th International Conference on Engineering of Complex Computer …, 2013
R-implementation of the TreeRank algorithm
N Baskiotis, S Clémençon, M Depecker, N Vayatis
Submitted for publication, 2009
Anomaly detection and characterization in smart card logs using NMF and Tweets.
E Tonnelier, N Baskiotis, V Guigue, P Gallinari
ESANN, 2017
Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series.
A Ziat, G Contardo, N Baskiotis, L Denoyer
ESANN, 2016
Exist: Exploitation/exploration inference for statistical software testing
N Baskiotis, M Sebag, MC Gaudel, SD Gouraud
On-line Trading of Exploration and Exploitation, NIPS 2006 Workshop, 2006
An empirical comparison of -fold penalisation and cross-validation for model selection in distribution-free regression
C Dhanjal, N Baskiotis, S Clémençon, N Usunier
Pattern Analysis and Applications 19 (1), 41-53, 2016
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