Minimum complexity density estimation
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[1] L. M. M.-T.. Theory of Probability , 1929, Nature.
[2] H. Chernoff. A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations , 1952 .
[3] H. Coxeter,et al. Covering space with equal spheres , 1959 .
[4] C. A. Rogers. Lattice coverings of space , 1959 .
[5] A. Kolmogorov,et al. Entropy and "-capacity of sets in func-tional spaces , 1961 .
[6] W. Hoeffding. Probability Inequalities for sums of Bounded Random Variables , 1963 .
[7] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part I , 1964, Inf. Control..
[8] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part II , 1964, Inf. Control..
[9] L. Goddard. Approximation of Functions , 1965, Nature.
[10] Gregory J. Chaitin,et al. On the Length of Programs for Computing Finite Binary Sequences , 1966, JACM.
[11] M. Birman,et al. PIECEWISE-POLYNOMIAL APPROXIMATIONS OF FUNCTIONS OF THE CLASSES $ W_{p}^{\alpha}$ , 1967 .
[12] A. Kolmogorov. Three approaches to the quantitative definition of information , 1968 .
[13] C. S. Wallace,et al. An Information Measure for Classification , 1968, Comput. J..
[14] D. A. Bell,et al. Information Theory and Reliable Communication , 1969 .
[15] T. Cover. A HIERARCHY OF PROBABILITY DENSITY FUNCTION ESTIMATES , 1972 .
[16] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .
[17] Lee D. Davisson,et al. Universal noiseless coding , 1973, IEEE Trans. Inf. Theory.
[18] G. Chaitin. A Theory of Program Size Formally Identical to Information Theory , 1975, JACM.
[19] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[20] J. Rissanen,et al. Modeling By Shortest Data Description* , 1978, Autom..
[21] R. Shibata. An optimal selection of regression variables , 1981 .
[22] Raphail E. Krichevsky,et al. The performance of universal encoding , 1981, IEEE Trans. Inf. Theory.
[23] R. Sorkin. A quantitative occam's razor , 1983, astro-ph/0511780.
[24] J. Rissanen. A UNIVERSAL PRIOR FOR INTEGERS AND ESTIMATION BY MINIMUM DESCRIPTION LENGTH , 1983 .
[25] Jorma Rissanen,et al. Universal coding, information, prediction, and estimation , 1984, IEEE Trans. Inf. Theory.
[26] T. Cover. Kolmogorov Complexity, Data Compression, and Inference , 1985 .
[27] Y. Yatracos. Rates of Convergence of Minimum Distance Estimators and Kolmogorov's Entropy , 1985 .
[28] J. Rissanen. Stochastic Complexity and Modeling , 1986 .
[29] C. S. Wallace,et al. Estimation and Inference by Compact Coding , 1987 .
[30] Ker-Chau Li,et al. Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set , 1987 .
[31] E. Hannan,et al. On stochastic complexity and nonparametric density estimation , 1988 .
[32] D. Cox. Approximation of Least Squares Regression on Nested Subspaces , 1988 .
[33] V. V'yugin. On the Defect of Randomness of a Finite Object with Respect to Measures with Given Complexity Bounds , 1988 .
[34] B. Clarke. Asymptotic cumulative risk and Bayes risk under entropy loss, with applications , 1989 .
[35] A. Barron,et al. Statistical properties of artificial neural networks , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.
[36] A. Barron. Uniformly Powerful Goodness of Fit Tests , 1989 .
[37] P. Gács,et al. KOLMOGOROV'S CONTRIBUTIONS TO INFORMATION THEORY AND ALGORITHMIC COMPLEXITY , 1989 .
[38] Andrew R. Barron,et al. Information-theoretic asymptotics of Bayes methods , 1990, IEEE Trans. Inf. Theory.
[39] W. Fischer,et al. Sphere Packings, Lattices and Groups , 1990 .
[40] A. Barron,et al. APPROXIMATION OF DENSITY FUNCTIONS BY SEQUENCES OF EXPONENTIAL FAMILIES , 1991 .