44 citations · 238 across the 35 of their papers we have counts for
38 papers
Beauty beacon: correlated strategies for the Fisher runaway process
Daniil Ryabko, Angustias Vaca, Prudencio Pazoca
Suppose that females choose males based on attributes that do not signal any genetic quality that is not related to the choice itself. Can being choosy confer selective advantage i…
Universal time-series forecasting with mixture predictors
Daniil Ryabko
This book is devoted to the problem of sequential probability forecasting, that is, predicting the probabilities of the next outcome of a growing sequence of observations given the…
Clustering piecewise stationary processes
Azadeh Khaleghi, Daniil Ryabko
The problem of time-series clustering is considered in the case where each data-point is a sample generated by a piecewise stationary ergodic process. Stationary processes are perh…
Asymptotic nonparametric statistical analysis of stationary time series
Daniil Ryabko
Stationarity is a very general, qualitative assumption, that can be assessed on the basis of application specifics. It is thus a rather attractive assumption to base statistical an…
Finite-time optimality of Bayesian predictors
Daniil Ryabko
The problem of sequential probability forecasting is considered in the most general setting: a model set C is given, and it is required to predict as well as possible if any of the…
Hypotheses testing on infinite random graphs
Daniil Ryabko
Drawing on some recent results that provide the formalism necessary to definite stationarity for infinite random graphs, this paper initiates the study of statistical and learning…