PAC Learning with Generalized Samples and an Applicaiton to Stochastic Geometry
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John N. Tsitsiklis | Sanjeev R. Kulkarni | Ofer Zeitouni | Sanjoy K. Mitter | J. Tsitsiklis | S. Mitter | S. Kulkarni | O. Zeitouni
[1] S. Sherman. A comparison of linear measures in the plane , 1942 .
[2] H. Steinhaus. Length, shape and area , 1954 .
[3] P. Moran. Measuring the length of a curve , 1966 .
[4] Vladimir Vapnik,et al. Chervonenkis: On the uniform convergence of relative frequencies of events to their probabilities , 1971 .
[5] L. Santaló. Integral geometry and geometric probability , 1976 .
[6] R. Dudley. Central Limit Theorems for Empirical Measures , 1978 .
[7] D. Pollard. Convergence of stochastic processes , 1984 .
[8] Leslie G. Valiant,et al. A theory of the learnable , 1984, CACM.
[9] A. Baddeley. Stochastic geometry and image analysis , 1984 .
[10] David Haussler,et al. Classifying learnable geometric concepts with the Vapnik-Chervonenkis dimension , 1986, STOC '86.
[11] Steven Skiena,et al. Geometric probing , 1988 .
[12] Alon Itai,et al. Learnability by fixed distributions , 1988, COLT '88.
[13] S. Kulkarni,et al. On metric entropy, Vapnik-Chervonenkis dimension, and learnability for a class of distributions , 1989 .
[14] Jerry L. Prince,et al. Reconstructing Convex Sets from Support Line Measurements , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[15] G. Wahba. Spline models for observational data , 1990 .
[16] Sanjeev R. Kulkarni,et al. Convex set estimation from support line measurements and applications to target reconstruction from laser radar data , 1990, Photonics West - Lasers and Applications in Science and Engineering.
[17] David Haussler,et al. Decision Theoretic Generalizations of the PAC Learning Model , 1990, ALT.
[18] H. Balsters,et al. Learnability with respect to fixed distributions , 1991 .
[19] Sanjeev R. Kulkarni,et al. Problems of computational and informational complexity in machine vision and learning , 1991 .
[20] W. Clem Karl,et al. Reconstructing objects from projections , 1991 .
[21] Sanjeev R. Kulkarni,et al. Convex-polygon estimation from support-line measurements and applications to target reconstruction from laser-radar data , 1992 .
[22] David Haussler,et al. Decision Theoretic Generalizations of the PAC Model for Neural Net and Other Learning Applications , 1992, Inf. Comput..