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Found 19 Documents (Results 1–19)

Hypotheses testing on infinite random graphs. (English) Zbl 1407.62204

Hanneke, Steve (ed.) et al., International conference on algorithmic learning theory. Proceedings of the 28th conference (ALT 2017), Kyoto University, Kyoto, Japan, October 15–17, 2017. [s.l.]: Proceedings of Machine Learning Research PMLR. Proc. Mach. Learn. Res. (PMLR) 76, 400-411 (2017).
MSC:  62H15 05C80
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Universality of Bayesian mixture predictors. (English) Zbl 1407.62044

Hanneke, Steve (ed.) et al., International conference on algorithmic learning theory. Proceedings of the 28th conference (ALT 2017), Kyoto University, Kyoto, Japan, October 15–17, 2017. [s.l.]: Proceedings of Machine Learning Research PMLR. Proc. Mach. Learn. Res. (PMLR) 76, 57-71 (2017).
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Things Bayes can’t do. (English) Zbl 1480.62011

Ortner, Ronald (ed.) et al., Algorithmic learning theory. 27th international conference, ALT 2016, Bari, Italy, October 19–21, 2016, Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9925, 253-260 (2016).
MSC:  62A01
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Unsupervised model-free representation learning. (English) Zbl 1406.68101

Jain, Sanjay (ed.) et al., Algorithmic learning theory. 24th international conference, ALT 2013, Singapore, October 6–9, 2013. Proceedings. Berlin: Springer (ISBN 978-3-642-40934-9/pbk). Lecture Notes in Computer Science 8139. Lecture Notes in Artificial Intelligence, 354-366 (2013).
MSC:  68T05 62M10
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Some sufficient conditions on an arbitrary class of stochastic processes for the existence of a predictor. (English) Zbl 1156.60312

Freund, Yoav (ed.) et al., Algorithmic learning theory. 19th international conference, ALT 2008, Budapest, Hungary, October 13–16, 2008. Proceedings. Berlin: Springer (ISBN 978-3-540-87986-2/pbk). Lecture Notes in Computer Science 5254. Lecture Notes in Artificial Intelligence, 169-182 (2008).
MSC:  60G25
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On computability of pattern recognition problems. (English) Zbl 1168.68534

Jain, Sanjay (ed.) et al., Algorithmic learning theory. 16th international conference, ALT 2005, Singapore, October 8–11, 2005. Proceedings. Berlin: Springer (ISBN 3-540-29242-X/pbk). Lecture Notes in Computer Science 3734. Lecture Notes in Artificial Intelligence, 148-156 (2005).
MSC:  68T10 68T05
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Application of classical nonparametric predictors to learning conditionally i.i.d. data. (English) Zbl 1110.68465

Ben-David, Shai (ed.) et al., Algorithmic learning theory. 15th international conference, ALT 2004, Padova, Italy, October 2–5, 2004. Proceedings. Berlin: Springer (ISBN 3-540-23356-3/pbk). Lecture Notes in Computer Science 3244. Lecture Notes in Artificial Intelligence, 171-180 (2004).
MSC:  68T05 68T10
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