PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Daniil Ryabko

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Number of EPrints submitted by this user: 17

On Finding Predictors for Arbitrary Families of Processes
Daniil Ryabko
Journal of Machine Learning Research Volume 11, Number Feb, pp. 581-602, 2010. ISSN 1532-4435

Nonparametric Statistical Inference for Ergodic Processes
Daniil Ryabko and Boris Ryabko
IEEE Transactions on Information Theory Volume 56, Number 3, pp. 1430-1435, 2010. ISSN 0018-9448

Using data compressors to construct order tests for homogeneity and component independence
Daniil Ryabko and Juergen Schmidhuber
Applied Mathematics Letters Volume 22, Number 7, pp. 1029-1032, 2009. ISSN 0893-9659

Discrimination between B-processes is impossible
Daniil Ryabko
Journal of Theoretical Probability Volume 23, Number 2, pp. 565-575, 2010. ISSN 0894-9840

Characterizing predictable classes of processes
Daniil Ryabko
In: UAI 2009, June 18-21, 2009, Montreal, Canada.

Testing composite hypotheses about discrete-valued stationary processes
Daniil Ryabko
In: ITW 2010, 6-8 January 2010, Cairo, Egypt.

An impossibility result for process discrimination
Daniil Ryabko
In: ISIT 2009, June 28 - July 3, 2009, Seoul, South Korea.

Clustering processes
Daniil Ryabko
In: ICML 2010, June 21-24, 2010, Haifa, Israel.

Sequence prediction in realizable and non-realizable cases
Daniil Ryabko
In: COLT 2010, June 27 - 29, 2010, Haifa, Israel.

Uniform hypothesis testing for ergodic time series distributions
Daniil Ryabko
In: SIBIRCON 2010, July 11-15, 2010, Irkutsk Listvyanka, Russia.

On the relation between realizable and non-realizable cases of the sequence prediction problem.
Daniil Ryabko
Journal of Machine Learning Research Volume 12, pp. 2161-2180, 2011. ISSN 1532-4435

Testing composite hypotheses about discrete ergodic processes
daniil ryabko
Test Volume 21, Number 2, pp. 317-329, 2012.

Online Clustering of Processes
Azadeh Khaleghi, Daniil Ryabko, Jeremie Mary and Philippe Preux
In: AISTATS 2012, April 21-23, 2012, La Palma, Canary Islands, Spain.

Reducing statistical time-series problems to binary classification
Daniil Ryabko and Jérémie Mary
In: NIPS 2012, Dec 2012, Lake Tahoe, USA.

Locating Changes in Highly Dependent Data with Unknown Number of Change Points
Azadeh Khaleghi and Daniil Ryabko
In: NIPS 2012, Dec 2012, Lake Tahoe, USA.

Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
Ronald Ortner and Daniil Ryabko
In: NIPS 2012, Dec 2012, Lake Tahoe, USA.

Regret Bounds for Restless Markov Bandits
Ronald Ortner, Daniil Ryabko, Remi Munos and Peter Auer
In: ALT 2012, Oct 2012, Lyon, France.