Content recommendation on web portals, Communications of the ACM, vol.56, issue.6, pp.92-101, 2013. ,
DOI : 10.1145/2461256.2461277
A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem, Information Sciences, vol.178, issue.1, pp.37-51, 2008. ,
DOI : 10.1016/j.ins.2007.07.024
Collaborative hyperparameter tuning, Proceedings of the 30th International Conference on Machine Learning (ICML), pp.199-207, 2013. ,
URL : https://hal.archives-ouvertes.fr/in2p3-00907381
The netflix prize, Proceedings of of the 13th International Conference on Knowledge Discovery and Data Mining (KDD) Cup and Workshop, p.35, 2007. ,
Algorithms for hyperparameter optimization, Proceedings of the 25th Annual Conference on Neural Information Processing Systems (NIPS) of Advances in Neural Information Processing Systems, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00642998
, , 2015.
, Aslib: A benchmark library for algorithm selection
Recommender systems survey. Knowledge-Based Systems 46, pp.109-132, 2013. ,
Modern Multidimensional Scaling: Theory and Applications, Journal of Educational Measurement, vol.40, issue.3, 2005. ,
DOI : 10.4135/9781412985130
Metalearning: applications to data mining, 2008. ,
A Comparison of Ranking Methods for Classification Algorithm Selection, the 11th European Conference on Machine Learning (ECML), pp.63-74, 2000. ,
DOI : 10.1007/3-540-45164-1_8
Extensions of Gaussian processes for ranking: semisupervised and active learning, Proceedings of the NIPS 2005 Workshop on Learning to Rank. MIT, pp.29-34, 2005. ,
The Adaptive Constraint Engine, the 8th International Conference on Principles and Practice of Constraint Programming (CP), pp.525-540, 2006. ,
DOI : 10.1007/3-540-46135-3_35
Algorithm portfolio selection as a bandit problem with unbounded losses, Annals of Mathematics and Artificial Intelligence, vol.32, issue.1, pp.49-86, 2011. ,
DOI : 10.1145/1456650.1456656
Algorithm portfolios, Artificial Intelligence, vol.126, issue.1-2, pp.43-62, 2001. ,
DOI : 10.1016/S0004-3702(00)00081-3
Tied boltzmann machines for cold start recommendations, Proceedings of the 2008 ACM conference on Recommender systems, RecSys '08, pp.19-26, 2008. ,
DOI : 10.1145/1454008.1454013
Classification and Clustering, Journal of Marketing Research, vol.18, issue.4, 1975. ,
DOI : 10.2307/3151350
Sequential Model-Based Optimization for General Algorithm Configuration, the 5th Learning and Intelligent Optimization Conference (LION), pp.507-523, 2011. ,
DOI : 10.1007/978-3-642-25566-3_47
URL : http://www.cs.ubc.ca/spider/hutter/papers/10-TR-SMAC.pdf
ParamILS: an automatic algorithm configuration framework, Journal of Artificial Intelligence Research, vol.36, issue.1, pp.267-306, 2009. ,
IR evaluation methods for retrieving highly relevant documents, Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp.41-48, 2000. ,
DOI : 10.1016/0306-4573(94)90065-5
Algorithm Selection and Scheduling, the 17th International Conference on Principles and Practice of Constraint Programming (CP), pp.454-469, 2011. ,
DOI : 10.1007/978-3-540-74970-7_50
ISAC -instancespecific algorithm configuration, Proceedings of the 19th European Conference on Artificial Intelligence (ECAI), pp.751-756, 2010. ,
Hybrid regression-classification models for algorithm selection, Proceedings of the 20th European Conference on Artificial Intelligence (ECAI of Frontiers in Artificial Intelligence and Applications, pp.480-485, 2012. ,
Algorithm Selection for Combinatorial Search Problems: A Survey, AI Magazine, vol.35, issue.3, pp.48-60, 2014. ,
DOI : 10.1609/aimag.v35i3.2460
A portfolio approach to algorithm selection, Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI), pp.1542-1542, 2003. ,
Autofolio: An automatically configured algorithm selector, J. Artif. Intell. Res. (JAIR), vol.53, pp.745-778, 2015. ,
DOI : 10.24963/ijcai.2017/715
URL : https://www.ijcai.org/proceedings/2017/0715.pdf
Promoting Cold-Start Items in Recommender Systems, PLoS ONE, vol.391, issue.12, p.113457, 2014. ,
DOI : 10.1371/journal.pone.0113457.s001
URL : https://doi.org/10.1371/journal.pone.0113457
Latent features for algorithm selection, Proceedings of the Seventh Annual Symposium on Combinatorial Search, 2014. ,
Algorithm portfolios based on cost-sensitive hierarchical clustering, Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013. ,
Algorithm selection as a collaborative filtering problem, 2013. ,
Using meta-mining to support data mining workflow planning and optimization, J. Artif. Intell. Res. (JAIR), vol.51, pp.605-644, 2014. ,
Simple algorithm portfolio for SAT, Artificial Intelligence Review, vol.32, issue.2, pp.457-465, 2013. ,
DOI : 10.1016/j.cmpb.2005.11.007
Using case-based reasoning in an algorithm portfolio for constraint solving, Irish Conference on Artificial Intelligence and Cognitive Science, pp.210-216, 2008. ,
Algorithm selection via ranking, Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2015. ,
Pairwise preference regression for cold-start recommendation, Proceedings of the third ACM conference on Recommender systems, RecSys '09, pp.21-28, 2009. ,
DOI : 10.1145/1639714.1639720
Scikit-learn: Machine learning in python, The Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
Aqme'10, JSAT, vol.7, issue.2-3, pp.65-70, 2010. ,
The algorithm selection problem Advances in computers 15, pp.65-118, 1976. ,
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis, Journal of Computational and Applied Mathematics, vol.20, 1987. ,
DOI : 10.1016/0377-0427(87)90125-7
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo, Proceedings of the 25th international conference on Machine learning, ICML '08, pp.880-887, 2008. ,
DOI : 10.1145/1390156.1390267
URL : http://icml2008.cs.helsinki.fi/papers/600.pdf
Learning to solve QBF, Proceedings of the 22nd National Conference on Artificial Intelligence (AAAI), pp.255-360, 2007. ,
Methods and metrics for cold-start recommendations, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '02, pp.253-260, 2002. ,
DOI : 10.1145/564376.564421
URL : https://repository.upenn.edu/cgi/viewcontent.cgi?article=1141&context=cis_papers
Matchbox, Proceedings of the 18th international conference on World wide web, WWW '09, pp.111-120, 2009. ,
DOI : 10.1145/1526709.1526725
Collaborative expert portfolio management, Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI), 2010. ,
Linear Algebra and its Applications, 1980. ,
New techniques for algorithm portfolio design, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence (UAI), p.26, 2008. ,
A Survey of Collaborative Filtering Techniques, Advances in Artificial Intelligence, vol.46, issue.2, 2009. ,
DOI : 10.1002/asi.10372
URL : https://doi.org/10.1155/2009/421425
Pairwise meta-rules for better meta-learning-based algorithm ranking, Machine Learning, vol.1, issue.1, pp.141-161, 2013. ,
DOI : 10.1109/4235.585893
A scalable modular convex solver for regularized risk minimization, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '07, pp.727-736, 2007. ,
DOI : 10.1145/1281192.1281270
URL : http://users.rsise.anu.edu.au/~chteo/pub/TeoLeSmoVis07.pdf
Auto-WEKA, Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '13, pp.847-855, 2013. ,
DOI : 10.1145/2487575.2487629
OpenML: A Collaborative Science Platform, Proceedings of the Machine Learning and Knowledge Discovery in Databases -European Conference, ECML PKDD Part III, pp.645-649, 2013. ,
DOI : 10.1007/978-3-642-40994-3_46
CofiRank-maximum margin matrix factorization for collaborative ranking, Proceedings of the 21st Annual Conference on Neural Information Processing Systems (NIPS), pp.222-230, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00482740
Latent collaborative retrieval, Proceedings of the 29th International Conference on Machine Learning (ICML), 2012. ,
No free lunch theorems for optimization, IEEE Transactions on Evolutionary Computation, vol.1, issue.1, pp.67-82, 1997. ,
DOI : 10.1109/4235.585893
URL : http://www.cs.ubc.ca/~hutter/earg/papers07/00585893.pdf
SATzilla: portfolio-based algorithm selection for SAT, Journal of Artificial Intelligence Research, vol.32, issue.1, pp.565-606, 2008. ,
Evaluating Component Solver Contributions to Portfolio-Based Algorithm Selectors, the 15th International Conference on Theory and Applications of Satisfiability Testing (SAT, pp.228-241, 2012. ,
DOI : 10.1007/978-3-642-31612-8_18
URL : http://www.cs.ubc.ca/%7Ehoos/Publ/XuEtAl12.pdf
Features for SAT, university of British Columbia, 2012. ,
Satzilla2012: Improved algorithm selection based on cost-sensitive classification models, Proceedings of SAT Challenge 2012: Solver and Benchmark Descriptions, pp.57-58, 2012. ,
Nonparametric Bayesian matrix completion, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, 2010. ,
DOI : 10.1109/SAM.2010.5606741
URL : http://people.ee.duke.edu/~mz1/Papers/Carin_Matrix_Completion_SAM.pdf