44 citations · 69 across the 30 of their papers we have counts for
4 papers · 1 filter
The Imaginary Sliding Window As a New Data Structure for Adaptive Algorithms
Boris Ryabko
The scheme of the sliding window is known in Information Theory, Computer Science, the problem of predicting and in stastistics. Let a source with unknown statistics generate some…
Applications of Universal Source Coding to Statistical Analysis of Time Series
Boris Ryabko
We show how universal codes can be used for solving some of the most important statistical problems for time series. By definition, a universal code (or a universal lossless data c…
Constructing Perfect Steganographic Systems
Boris Ryabko, Daniil Ryabko
We propose steganographic systems for the case when covertexts (containers) are generated by a finite-memory source with possibly unknown statistics. The probability distributions…
Nonparametric Statistical Inference for Ergodic Processes
Daniil Ryabko, Boris Ryabko
In this work a method for statistical analysis of time series is proposed, which is used to obtain solutions to some classical problems of mathematical statistics under the only as…