Daniil Ryabko
| daniil |  | ryabko.net |
INRIA, Lille, France.
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Selected publications
Journal papers
D. Ryabko, M. Hutter.
On the Possibility of Learning in Reactive Environments with Arbitrary Dependence
pdf of a TR version Theoretical Computer Science, Vol. 405, pp. 274–284, 2008.
D. Ryabko.
On sample complexity for computational classification problems
pdf of a TR version
Algorithmica, 49:1 (Sept): 69-77, 2007
D. Ryabko.
Pattern Recognition for Conditionally Independent Data
pdf
Journal of Machine Learning Research 7(Apr):645-664, 2006
A. Gutman, D. Ryabko Nonstandard hull of a normed space in a
Boolean valued universe
pdf
Siberian Advances in Mathematics,
2002, Vol. 12 No 2, pp 38-47, 2002
Papers in proceedings
D. Ryabko,
Characterizing predictable classes of processes
pdf
In Proceedings of UAI 2009.
D. Ryabko,
An impossibility result for process discrimination
pdf
In Proceedings of ISIT 2009.
B. Ryabko, D. Ryabko,
Using Kolmogorov Complexity for Understanding Some Limitations on Steganography.
pdf
In Proceedings of ISIT 2009.
D. Ryabko,
Some Sufficient Conditions on an Arbitrary
Class of Stochastic Processes for the Existence
of a Predictor.
pdf
In Proceedings of The 19th International Conference
on Algorithmic Learning Theory (ALT'08),
Budapest, LNAI 5254, pp. 169-182, 2008
D. Ryabko, B. Ryabko
On Hypotheses Testing for Ergodic Processes
TR version
In Proceedings of IEEE Information Theory Workshop (ITW'08), Porto, Portugal, pp. 281-283, 2008.
B. Ryabko, D. Ryabko
Information-Theoretic Approach to Steganographic Systems
pdf
In Proceedings of IEEE International Symposium on Information Theory (ISIT'07), pp 2461-2464, Nice, France, 2007.
D. Ryabko, M. Hutter.
On Sequence Prediction for Arbitrary Measures
In Proceedings of IEEE International Symposium on Information Theory (ISIT'07), pp 2346-2350, Nice, France, 2007.
D. Ryabko, M. Hutter.
Asymptotic Learnability of Reinforcement Problems with Arbitrary
Dependence
In Proceedings of The 17th International Conference
on Algorithmic Learning Theory (ALT'06),
Barcelona, Spain, pp. 334-347, 2006
D. Ryabko.
On computability of pattern recognition problems
In Proceedings of The 16th International Conference
on
Algorithmic Learning Theory (ALT'05),
Singapore, pp. 148-156, 2005
D. Ryabko. Application of Classical Nonparametric Predictors to Learning Conditionally I.I.D. Data
In Proceedings of The 15th International Conference
on
Algorithmic Learning Theory (ALT'04),
Padova University, Padova, Italy, pp. 171-180, 2004
D. Ryabko. Online Learning of Conditionally I.I.D Data.
In Proceedings of 21st International Conference on Machine Learning (ICML'04), Banff, Canada, pp 727-734, 2004
Theses