Marcus Hutter
Marcus Hutter
Researcher@DeepMind & Professor at ANU
Adresse e-mail validée de anu.edu.au
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Universal artificial intelligence: Sequential decisions based on algorithmic probability
M Hutter
Springer, 2005
941*2005
Universal intelligence: A definition of machine intelligence
S Legg, M Hutter
Minds and machines 17 (4), 391-444, 2007
4222007
A collection of definitions of intelligence
S Legg, M Hutter
Frontiers in Artificial Intelligence and applications 157, 17, 2007
3582007
A new local distance-based outlier detection approach for scattered real-world data
K Zhang, M Hutter, H Jin
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 813-822, 2009
3002009
A monte-carlo aixi approximation
J Veness, KS Ng, M Hutter, W Uther, D Silver
Journal of Artificial Intelligence Research 40, 95-142, 2011
1612011
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
1162002
Fitness uniform selection to preserve genetic diversity
M Hutter
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002
1072002
On universal prediction and Bayesian confirmation
M Hutter
Theoretical Computer Science 384 (1), 33-48, 2007
922007
The fastest and shortest algorithm for all well-defined problems
M Hutter
International Journal of Foundations of Computer Science 13 (03), 431-443, 2002
912002
A philosophical treatise of universal induction
S Rathmanner, M Hutter
Entropy 13 (6), 1076-1136, 2011
892011
Universal algorithmic intelligence: A mathematical top→ down approach
M Hutter
Artificial general intelligence, 227-290, 2007
882007
Discriminative hierarchical rank pooling for activity recognition
B Fernando, P Anderson, M Hutter, S Gould
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
862016
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface
D Ünay, Z Çataltepe, S Aksoy
Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2010
812010
Fitness uniform optimization
M Hutter, S Legg
IEEE Transactions on Evolutionary Computation 10 (5), 568-589, 2006
802006
Distribution of mutual information
M Hutter
Advances in neural information processing systems, 399-406, 2002
792002
Adaptive online prediction by following the perturbed leader
M Hutter, J Poland
Journal of Machine Learning Research 6, 639-660, 2005
742005
A formal measure of machine intelligence
S Legg, M Hutter
Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands …, 2006
722006
Distribution of mutual information from complete and incomplete data
M Hutter, M Zaffalon
Computational Statistics & Data Analysis 48 (3), 633-657, 2005
692005
Towards a universal theory of artificial intelligence based on algorithmic probability and sequential decision theory
M Hutter
Proc. 12th European Conf. on Machine Learning (ECML'01), 226-238, 2001
64*2001
Optimality of universal Bayesian sequence prediction for general loss and alphabet
M Hutter
Journal of Machine Learning Research 4 (Nov), 971-1000, 2003
612003
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