@inproceedings{Chernov:05postbnd, title = {Monotone Conditional Complexity Bounds on Future Prediction Errors}, address = {Singapore}, author = {A. Chernov and M. Hutter}, booktitle = {Proc. 16th International Conf. on Algorithmic Learning Theory ({ALT'05})}, pages = {414--428}, publisher = {Springer, Berlin}, series = {LNAI}, volume = 3734, year = 2005, url = {http://arxiv.org/abs/cs.LG/0507041}, id = {2382162}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/2ad3bed5cce8f450800064b63706a6249/schaul}, keywords = {total sequential, loss, conditional, juergen, bounds, solomonoff, posterior, prior, deficiency, prediction, future, randomness, online, error, kolmogorov, complexity, monotone,} } @article{Hutter:05unipriorx, title = {On Generalized Computable Universal Priors and their Convergence}, author = {M. Hutter}, journal = {Theoretical Computer Science}, year = 2005, url = {http://arxiv.org/abs/cs.LG/0503026}, id = {2382169}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/2f02ccc4a785f11b569dbd098e189c91e/schaul}, keywords = {solomonoffs, juergen, concepts, convergence, posterior, probability, prior, prediction, computability, sequence, randomness, distributions, information, mixture, universal algorithmic, theory, martin-loef,} } @inproceedings{Hutter:04mlconvx, title = {Universal Convergence of Semimeasures on Individual Random Sequences}, address = {Padova}, author = {M. Hutter and An}, booktitle = {Proc. 15th International Conf. on Algorithmic Learning Theory ({ALT'04})}, pages = {234--248}, publisher = {Springer, Berlin}, series = {LNAI}, volume = 3244, year = 2004, url = {http://arxiv.org/abs/cs.LG/0407057}, id = {2382171}, priority = {2}, description = {idsia}, biburl = {http://www.bibsonomy.org/bibtex/22205881d024c913a7d4ea58ec9b3d196/schaul}, keywords = {enumerable, semimeasure, juergen, convergence, martin-lof, posterior, quasimeasures, prediction, sequence, randomness, distributions, information, mixture, universal algorithmic, theory,} }