Universal sequential learning and decision from individual data sequences

Adaptive Filter Theory

1986 • 13,059 citations

An Algorithm for Vector Quantizer Design

1980 • 7,320 citations

Linear prediction: A tutorial review

1975 • 4,035 citations

Information Theory: Coding Theorems for Discrete Memoryless Systems

2014 • 3,661 citations

Elements of Information Theory

1992 • 3,538 citations

Compression of individual sequences via variable-rate coding

1978 • 3,451 citations

Vector quantization

1984 • 2,436 citations

Vector quantization

1984 • 1,930 citations

Adaptive filter theory

1987 • 1,674 citations

Digital Coding of Waveforms

1986 • 1,592 citations

Dynamic System Identification - Experiment Design and Data Analysis

1977 • 1,425 citations

Stochastic Complexity and Modeling

1986 • 959 citations

Universal coding, information, prediction, and estimation

1984 • 923 citations

An analog of the minimax theorem for vector payoffs

1956 • 751 citations

Introduction to the Theory of Finite-State Machines

1964 • 611 citations

Introduction to the theory of finite-state machines

1963 • 532 citations

Universal Portfolios

1991 • 509 citations

An Introduction to Arithmetic Coding

1984 • 507 citations

Universal prediction of individual sequences

1992 • 378 citations

Asymptotic Optimality and Asymptotic Equipartition Properties of Log-Optimum Investment

1988 • 359 citations

Probability, random processes, and ergodic properties

1989 • 267 citations

Asymptotically Subminimax Solutions of Compound Statistical Decision Problems

1985 • 229 citations

Learning with Finite Memory

1970 • 184 citations

Probability, Random Processes, and Ergodic Properties

1988 • 178 citations

Universal Schemes for Prediction, Gambling and Portfolio Selection

1992 • 128 citations

Upper bounds on the probability of sequences emitted by finite-state sources and on the redundancy of the Lempel-Ziv algorithm

1992 • 97 citations

Universal schemes for sequential decision from individual data sequences

1993 • 95 citations

Minimax noiseless universal coding for Markov sources

1983 • 67 citations

Asymptotic Solutions of the Compound Decision Problem for Two Completely Specified Distributions

1955 • 64 citations

Gambling using a finite state machine

1991 • 62 citations

Estimating a probability using finite memory

1986 • 55 citations

Asymptotic Solutions of the Sequential Compound Decision Problem

1963 • 53 citations

The Sequential Compound Decision Problem with $m \times n$ Finite Loss Matrix

1966 • 37 citations

Compound Bayes Predictors for Sequences with Apparent Markov Structure

1977 • 35 citations

On Memory Saved by Randomization

1971 • 35 citations

Compression, Tests for Randomness and Estimating the Statistical Model of an Individual Sequence

1990 • 30 citations

The performance of universal encoding

1981 • 30 citations

The effects of randomization on finite-memory decision schemes

1972 • 29 citations

Convergence of the Losses of Certain Decision Rules for the Sequential Compound Decision Problem

1964 • 25 citations

Sequential Compound Estimation

1968 • 24 citations

Two-action compound decision problems

1967 • 21 citations

Admissible solutions of k-extended finite state set and sequence compound decision problems

1980 • 18 citations

On an Extended Compound Decision Problem

1969 • 14 citations

Thek-extended set-compound estimation problem in a nonregular family of distrubutions over [θ, θ+1)

1979 • 10 citations

Finite-memory classification of Bernoulli sequences using reference samples (Corresp.)

1974 • 10 citations

Bounds and rates of convergence for the extended compound estimation problem in the sequence case.

1965 • 8 citations

Asymptotic risk stability resulting from play against the past in a sequence of decision problems

1972 • 7 citations

On continuity of the Bayes response (Corresp.)

1978 • 4 citations

The effects of randomization on finite memory decision schemes

1970 • 2 citations