| Universal artificial intelligence: Sequential decisions based on algorithmic probability M Hutter Springer, 2005 | 989* | 2005 |
| Universal intelligence: A definition of machine intelligence S Legg, M Hutter Minds and machines 17 (4), 391-444, 2007 | 446 | 2007 |
| A collection of definitions of intelligence S Legg, M Hutter Frontiers in Artificial Intelligence and applications 157, 17, 2007 | 386 | 2007 |
| 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 | 314 | 2009 |
| A monte-carlo aixi approximation J Veness, KS Ng, M Hutter, W Uther, D Silver Journal of Artificial Intelligence Research 40, 95-142, 2011 | 169 | 2011 |
| Robust feature selection by mutual information distributions M Zaffalon, M Hutter arXiv preprint cs/0206006, 2002 | 117 | 2002 |
| Fitness uniform selection to preserve genetic diversity M Hutter Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002 | 107 | 2002 |
| 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 | 95 | 2016 |
| On universal prediction and Bayesian confirmation M Hutter Theoretical Computer Science 384 (1), 33-48, 2007 | 94 | 2007 |
| Universal algorithmic intelligence: A mathematical top→ down approach M Hutter Artificial general intelligence, 227-290, 2007 | 92 | 2007 |
| A philosophical treatise of universal induction S Rathmanner, M Hutter Entropy 13 (6), 1076-1136, 2011 | 91 | 2011 |
| The fastest and shortest algorithm for all well-defined problems M Hutter International Journal of Foundations of Computer Science 13 (03), 431-443, 2002 | 91 | 2002 |
| Fitness uniform optimization M Hutter, S Legg IEEE Transactions on Evolutionary Computation 10 (5), 568-589, 2006 | 85 | 2006 |
| Distribution of mutual information M Hutter Advances in neural information processing systems, 399-406, 2002 | 81 | 2002 |
| A formal measure of machine intelligence S Legg, M Hutter Proc. 15th Annual Machine Learning Conference of Belgium and The Netherlands …, 2006 | 76 | 2006 |
| Adaptive online prediction by following the perturbed leader M Hutter, J Poland Journal of Machine Learning Research 6, 639-660, 2005 | 74 | 2005 |
| Distribution of mutual information from complete and incomplete data M Hutter, M Zaffalon Computational Statistics & Data Analysis 48 (3), 633-657, 2005 | 72 | 2005 |
| 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 | 65* | 2001 |
| A theory of universal artificial intelligence based on algorithmic complexity M Hutter arXiv preprint cs/0004001, 2000 | 63 | 2000 |
| Optimality of universal Bayesian sequence prediction for general loss and alphabet M Hutter Journal of Machine Learning Research 4 (Nov), 971-1000, 2003 | 62 | 2003 |
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