@INCOLLECTION{Gagliolo2010Algorithm,
  author = {Matteo Gagliolo and Catherine Legrand},
  title = {Algorithm Survival Analysis},
  booktitle = {Empirical Methods for the Analysis of Optimization Algorithms},
  editor = {Thomas Bartz-Beielstein and Marco Ciarandini and Lu\'{i}s Paquete and Mike Preuss},
  pages = {159-182},
  publisher = {Springer},
  series = {Natural Computing},
  year = {2010},
  note = {To appear}
}

@INPROCEEDINGS{Gagliolo2009Mixed,
  author = {Matteo Gagliolo and Catherine Legrand and Mauro Birattari},
  title = {Mixed-Effects Modeling of Optimisation Algorithm Performance.},
  booktitle = {Engineering Stochastic Local Search Algorithms. Designing,
               Implementing and Analyzing Effective Heuristics, Second
               International Workshop, SLS 2009, Brussels, Belgium, September
               3-4, 2009. Proceedings},
  editor = {Thomas St\"{u}tzle and Mauro Birattari and Holger H. Hoos},
  pages = {150-154},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {5752},
  year = {2009},
  url = {http://dx.doi.org/10.1007/978-3-642-03751-1_17}, 
  doi = {10.1007/978-3-642-03751-1_17},
  isbn = {978-3-642-03750-4}
}

@INPROCEEDINGS{Gagliolo2008Towards,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Towards Distributed Algorithm Portfolios},
  booktitle = {International Symposium on Distributed Computing and Artificial Intelligence 2008 (DCAI 2008)},
  editor = {Juan M. Corchado and Sara Rodr\'{i}guez and James Llinas and Jos\'{e} M. Molina},
  publisher = {Springer},
  series = {Advances in Soft Computing},
  volume = {50},
  pages = {634-643},
  year = {2008},
  doi = {10.1007/978-3-540-85863-8_75},
  isbn = {978-3-540-85862-1},
  url = {http://www.idsia.ch/~matteo/Gagliolo08DCAI.pdf}
}

@TECHREPORT{Gagliolo2008Algorithm-tr,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Algorithm Selection as a Bandit Problem with Unbounded Losses},
  institution = {IDSIA},
  year = {2008},
  number = {IDSIA - 07 - 08},
  month = {July},
  url = {http://arxiv.org/abs/0807.1494},
  note = {To appear in LION4 Proceedings, Springer LNCS, 2010}
}

@ARTICLE{Gagliolo2007Universal,
  author = {Matteo Gagliolo},
  title = {Universal Search},
  journal = {Scholarpedia},
  year = {2007},
  volume = {2},
  pages = {2575},
  number = {11},
  month = {nov},
  url = {http://www.scholarpedia.org/article/Universal_Search}
}

@INPROCEEDINGS{Gagliolo2007Learning,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Learning restart strategies},
  booktitle = {IJCAI 2007 --- Twentieth International Joint Conference on Artificial
	Intelligence, vol. 1},
  year = {2007},
  editor = {Manuela M. Veloso},
  pages = {792-797},
  month = {January},
  publisher = {AAAI Press},
  url = {http://www.ijcai.org/papers07/Papers/IJCAI07-127.pdf}
}

@ARTICLE{Gagliolo2006Learning,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Learning Dynamic Algorithm Portfolios},
  journal = {Annals of Mathematics and Artificial Intelligence},
  year = {2006},
  volume = {47},
  pages = {295--328},
  number = {3--4},
  month = {August},
  note = {{AI}\&{MATH} 2006 Special Issue},
  doi = {10.1007/s10472-006-9036-z},
  url = {http://www.springerlink.com/content/g10248526jq91k52/}
}

@UNPUBLISHED{Gagliolo2006Gambling,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Gambling in a Computationally Expensive Casino: Algorithm Selection
	as a Bandit Problem},
  note = {NIPS 2006 Workshop on Online Trading of Exploration and Exploitation},
  year = {2006},
  url = {http://www.idsia.ch/~matteo/Gagliolo06NIPSEEWS.pdf}
}

@INPROCEEDINGS{Gagliolo2006Impact,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Impact of censored sampling on the performance of restart strategies},
  booktitle = {Principle and Practice of Constraint Programming - CP 2006, 12th
	International Conference, CP 2006, Nantes, France, September 25-29,
	2006, Proceedings},
  year = {2006},
  editor = {F. Benhamou},
  volume = {4204},
  series = {Lecture Notes in Computer Science},
  pages = {167--181},
  month = {September},
  publisher = {Springer},
  doi = {10.1007/11889205_14},
  isbn = {978-3-540-46267-5},
  url = {http://www.idsia.ch/~matteo/Gagliolo06CP.pdf}
}

@UNPUBLISHED{Gagliolo2006Dynamic-abs,
  author = {Matteo Gagliolo},
  title = {Dynamic Meta Learning},
  note = {50th Anniversary Summit of Artificial Intelligence, Monte Verit\'a,
	Switzerland},
  month = {July},
  year = {2006},
  url = {http://www.idsia.ch/~matteo/Gagliolo06AI50.pdf}
}

@ARTICLE{Schmidhuber2007Training,
  author = {J\"{u}rgen Schmidhuber and Daan Wierstra and Matteo Gagliolo and
	Faustino Gomez},
  title = {Training recurrent networks by Evolino},
  journal = {Neural computation},
  year = {2007},
  volume = {19},
  pages = {757--779},
  number = {3},
  month = {March},
  doi = {10.1162/neco.2007.19.3.757},
  url = {http://www.idsia.ch/~tino/papers/schmidhuber.neco07.pdf}
}

@INPROCEEDINGS{Schmidhuber2006Evolino,
  author = {J\"{u}rgen Schmidhuber and Matteo Gagliolo and Daan Wierstra and
	Faustino Gomez},
  title = {Evolino for Recurrent Support Vector Machines},
  booktitle = {ESANN '06 --- 14 th European Symposium on Artificial Neural Networks},
  year = {2006},
  editor = {Michel Verleysen},
  pages = {593--598},
  address = {Evere, Belgium},
  month = {April},
  publisher = {d-side},
  note = {--- Extended tech. report available at \texttt{http://www.idsia.ch/idsiareport/{IDSIA}-19-05.v2.pdf}},
  isbn = {2-930307-06-4},
  url = {http://www.idsia.ch/idsiareport/IDSIA-19-05.v2.pdf}
}

@UNPUBLISHED{Gagliolo2006Dynamic,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Dynamic Algorithm Portfolios},
  note = {Ninth International Symposium on Artificial Intelligence and Mathematics},
  month = {January},
  year = {2006},
  url = {http://anytime.cs.umass.edu/aimath06/proceedings/P37.pdf}
}

@UNPUBLISHED{Gagliolo2005Towards,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {Towards Life-Long Meta Learning},
  note = {Inductive Transfer : 10 Years Later - NIPS 2005 workshop},
  month = {December},
  year = {2005},
  url = {http://iitrl.acadiau.ca/itws05/Papers/ITWS09-Gagliolo_REV.pdf}
}

@INPROCEEDINGS{Gagliolo2005Neural,
  author = {Matteo Gagliolo and J\"{u}rgen Schmidhuber},
  title = {A Neural Network Model for Inter-Problem Adaptive Online Time Allocation},
  booktitle = {Artificial Neural Networks: Formal Models and Their Applications
	- ICANN 2005, 15th International Conference, Warsaw, Poland, September
	11-15, 2005, Proceedings, Part 2},
  year = {2005},
  editor = {W{\l}odzis{\l}aw Duch and Janusz Kacprzyk and Erkki Oja and S{\l}awomir
	Zadro\.{z}ny},
  pages = {7-12},
  month = {September},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {3697},
  doi = {10.1007/11550907_2},
  isbn = {978-3-540-28755-1}, 
  url = {http://www.idsia.ch/~matteo/Gagliolo05ICANN.pdf}
}

@INPROCEEDINGS{Gagliolo2004Adaptive,
  author = {Matteo Gagliolo and Viktor Zhumatiy and J\"{u}rgen Schmidhuber},
  title = {Adaptive Online Time Allocation to Search Algorithms},
  booktitle = {Machine Learning: {ECML} 2004. Proceedings of the 15th European Conference
	on Machine Learning, Pisa, Italy, September 20-24, 2004},
  year = {2004},
  editor = {J.F. Boulicaut and F.Esposito and F. Giannotti and Dino Pedreschi},
  pages = {134-143},
  month = {September},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {3201},
  doi = {10.1007/b100702},
  isbn = {978-3-540-23105-9},
  note = {--- Extended tech. report available at \texttt{http://www.idsia.ch/idsiareport/{IDSIA}-23-04.ps.gz}},
  url = {http://www.idsia.ch/idsiareport/IDSIA-23-04.ps.gz}
}

@INPROCEEDINGS{Schmidhuber2004Bias-Optimal,
  author = {J\"{u}rgen Schmidhuber and Viktor Zhumatiy and Matteo Gagliolo},
  title = {Bias-Optimal Incremental Learning of Control Sequences for Virtual
	Robots},
  booktitle = {Proc. 8th Conference on Intelligent Autonomous Systems {IAS}-8},
  year = {2004},
  editor = {F. Groen et al.},
  pages = {658-665},
  address = {Amsterdam, {NL}},
  publisher = {{IOS} Press}
}

@INPROCEEDINGS{Anguita2002MDL,
  author = {Davide Anguita and Matteo Gagliolo},
  title = {{MDL} Based Model Selection for Relevance Vector Regression},
  booktitle = {Artificial Neural Networks - {ICANN} 2002},
  year = {2002},
  editor = {J.R. Dorronsoro},
  pages = {468--473},
  month = {August},
  publisher = {Springer},
  series = {Lecture Notes in Computer Science},
  volume = {2415},
  isbn ={978-3-540-44074-1},
  doi = {10.1007/3-540-46084-5_76},
  url = {http://www.idsia.ch/~matteo/Anguita02ICANN.pdf}
}