publication . Preprint . Article . 2016

Caveats on Bayesian and hidden-Markov models (v2.8)

Schomaker, Lambert;
Open Access English
  • Published: 18 Aug 2016
Abstract
Comment: Difference of v2.8 with v2.7: a) Final empirical (simulation) table for word-trie experiment with epsilon-in-the-probabilities; b) Some small text changes; c) used ispell
Subjects
free text keywords: Computer Science - Learning, I.2.6, cs.LG, To be checked by Faculty, To be checked for Publisher's Version
31 references, page 1 of 3

T. Bayes. Essay towards solving a problem in the doctrine of chances, by the late Rev. Mr. Bayes, communicated by Mr. Price, in a letter to John Canton, M.A. and F.R.S. Philosophical Transactions of the Royal Society of London, 53:370-418, 1763.

F. Benford. The law of anomalous numbers. Proceedings of the American Philosophical Society, 78(4):551-572, 1938.

M. Benzeghiba, R. De Mori, O. Deroo, S. Dupont, T. Erbes, D. Jouvet, L. Fissore, P. Laface, A. Mertins, C. Ris, R. Rose, V. Tyagi, and C. Wellekens. Automatic speech recognition and speech variability: A review. Speech Communication archive, 49(10-11):763-786, 2007. ISSN 0167-6393.

Marius Bulacu, Axel Brink, Tijn van der Zant, and Lambert Schomaker. Recognition of handwritten numerical fields in a large single-writer historical collection. In 2009 10th International Conference on Document Analysis and Recognition, pages 808-812. IEEE, 2009. [OpenAIRE]

R. 0. Duda and P. E. Hart. Pattern Classification and Scene Analysis. Wiley, 1973.

R.P.W. Duin, E. Pekalska, and M. Loog. Non-Euclidean Dissimilarities: Causes, Embedding and Informativeness, pages 13-44. Advances in Computer Vision and Pattern Recognition. Springer London, 2013. ISBN 978-1-4471-5627-7. doi: 10.1007/978-1-4471-5628-4\ 2.

S. Dumais, T.K. Landauer, and M.L. Littman. Automatic cross-linguistic information retrieval using latent semantic indexing. In AAAI Technical Report SS-97-05, pages 16- 23, 1997.

L. Fei-Fei, R. Fergus, and P. Perona. One-shot learning of object categories. IEEE transactions on pattern analysis and machine intelligence, 28(4):594-611, 2006.

A. Graves and J. Schmidhuber. Framewise phoneme classification with bidirectional lstm and other neural network architectures. Neural Networks, 18(5-6):602-610, 2005. doi: 10.1162/neco.1997.9.8.1735. [OpenAIRE]

E. R. Guthrie. Psychological facts and psychological theory. Psychological Bulletin, 43: 1-20, 1946.

J.A. Herbst. The role of spontaneous neural activity for song development. PhD thesis, ETH Zurich, 1982.

G. E. Hinton, T. J. Sejnowski, and D. H. Ackley. Boltzmann machines: Constraint satisfaction networks that learn. Technical Report CMU-CS-84-119, Carnegie-Mellon University Computer Science Technical Report, 1984.

S. Hochreiter and J. Schmidhuber. Long short-term memory. Neural Computation, 9(8): 1735-1780, 1997. doi: 10.1162/neco.1997.9.8.1735.

D.P. Kingma, D.J. Rezende, S. Mohamed, and M. Welling. Semi-supervised learning with deep generative models. In Neural Information Processing Systems (NIPS), 2014. URL https://arxiv.org/abs/1406.5298.

B. M. Lake, R. Salakhutdinov, and J.B. Tenenbaum. Human-level concept learning through probabilistic program induction. Science, 350(6266), 2015.

31 references, page 1 of 3
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