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searching for Statistical learning theory 32 found (83 total)

alternate case: statistical learning theory

Space partitioning (1,003 words) [view diff] no match in snippet view article find links to article

In geometry, space partitioning is the process of dividing an entire space (usually a Euclidean space) into two or more disjoint subsets (see also partition

Gilbert Harman (971 words) [view diff] exact match in snippet view article find links to article

philosophy of mind, ethics, moral psychology, epistemology, statistical learning theory, and metaphysics. He and George Miller co-directed the Princeton

Vapnik–Chervonenkis dimension (2,769 words) [view diff] exact match in snippet view article find links to article

dimension tutorial" (PDF). Vapnik, Vladimir (2000). The nature of statistical learning theory. Springer. Blumer, A.; Ehrenfeucht, A.; Haussler, D.; Warmuth

Walker H. Land (203 words) [view diff] exact match in snippet view article find links to article

has publications in the fields of complex adaptive systems, statistical learning theory, bioinformatics, and cancer research. With his background in

Sumio Watanabe (145 words) [view diff] case mismatch in snippet view article find links to article

Science. He is the author of the text, Algebraic Geometry and Statistical Learning Theory, which proposes a generalization of Fisher's regular statistical

List of important publications in statistics (2,818 words) [view diff] no match in snippet view article find links to article

This is a list of important publications in statistics, organized by field. Some reasons why a particular publication might be regarded as important: Topic

Dacheng Tao (285 words) [view diff] exact match in snippet view article find links to article

fields, including pattern recognition, visual analytics, and statistical learning theory. "Dacheng Tao". Mathematics Genealogy Project. Retrieved 17 December

Neural network (biology) (1,232 words) [view diff] exact match in snippet view article

processing and learning (neural network models) and theory (statistical learning theory and information theory). Many models are used; defined at different

Kolmogorov Medal (238 words) [view diff] case mismatch in snippet view article find links to article

the Practice of Finance: Past, Present, and Future 2018 Vladimir Vapnik Rethinking Statistical Learning Theory: Learning Using Statistical Invariants

Jean Nicod Prize (209 words) [view diff] case mismatch in snippet view article find links to article

Gilbert Harman Princeton University The Problem of Induction and Statistical Learning Theory n/a ISBN 0-262-08360-4 2006 Michael Tomasello Max Planck Institute

Knowledge retrieval (1,103 words) [view diff] exact match in snippet view article find links to article

preprocessing, classification, clustering, prediction, postprocessing, statistical learning theory. Logic and inference: propositional logic, predicate logic, attribute

Alexander Lerner (507 words) [view diff] exact match in snippet view article find links to article

of RAS, Moscow, Russia. Professor Vladimir Vapnik, pioneer in statistical learning theory. Yakov Alpert (2000). Making waves: stories from my life. New

Stability (learning theory) (2,656 words) [view diff] case mismatch in snippet view article

2005 V.N. Vapnik. The Nature of Statistical Learning Theory. Springer, 1995 Vapnik, V., Statistical Learning Theory. Wiley, New York, 1998 Poggio, T

Least-squares support vector machine (3,361 words) [view diff] exact match in snippet view article find links to article

Processing Letters, 9 (3), 293–300. Vapnik, V. The nature of statistical learning theory. Springer-Verlag, New York, 1995. MacKay, D. J. C. Bayesian Interpolation

William Kaye Estes (1,307 words) [view diff] exact match in snippet view article find links to article

University Press. Estes, W. K.; Suppes, P. (1959). Foundations of statistical learning theory.II. The stimulus sampling model. Stanford University: Applied

William Kaye Estes (1,307 words) [view diff] exact match in snippet view article find links to article

University Press. Estes, W. K.; Suppes, P. (1959). Foundations of statistical learning theory.II. The stimulus sampling model. Stanford University: Applied

A B M Shawkat Ali (2,030 words) [view diff] case mismatch in snippet view article find links to article

Melbourne, Australia in Information Technology with a major Statistical Learning Theory under Machine Learning. In the same year, Ali joined Gippsland

Transduction (machine learning) (1,176 words) [view diff] exact match in snippet view article

477. doi:10.1007/0-387-34239-7. ISSN 1613-9011. V. N. Vapnik. Statistical learning theory. New York: Wiley, 1998. (See pages 339-371) V. Tresp. A Bayesian

Richard M. Dudley (591 words) [view diff] exact match in snippet view article find links to article

63. Cambridge, UK: Cambridge University Press. "Exposition of statistical learning theory"., including Dudley's entropy integral. List of Fellows of the

Regularization by spectral filtering (2,234 words) [view diff] case mismatch in snippet view article find links to article

2006. L. Rosasco. Lecture 6 of the Lecture Notes for 9.520: Statistical Learning Theory and Applications. Massachusetts Institute of Technology, Fall

Mercer's theorem (1,783 words) [view diff] case mismatch in snippet view article find links to article

Kernel Hilbert Spaces" (PDF). Lecture notes of CS281B/Stat241B Statistical Learning Theory. University of California at Berkeley. Mohri, Mehryar (2018)

Probability distribution (6,402 words) [view diff] case mismatch in snippet view article find links to article

2014.05.002. PMID 25059432. Vapnik, Vladimir Naumovich (1998). Statistical Learning Theory. John Wiley and Sons. Wikimedia Commons has media related to

Rademacher complexity (2,607 words) [view diff] case mismatch in snippet view article find links to article

Press. ISBN 9780262018258. Bousquet, O. (2004). Introduction to Statistical Learning Theory. Biological Cybernetics, 3176(1), 169–207. doi:10.1007/978-3-540-28650-9_8

Albert Cohen (mathematician) (766 words) [view diff] exact match in snippet view article

increase in the complexity of calculations. These problems arise in statistical learning theory, in the treatment of parametric and stochastic partial differential

Bayesian interpretation of kernel regularization (2,737 words) [view diff] exact match in snippet view article find links to article

Review". arXiv:1106.6251 [stat.ML]. Vapnik, Vladimir (1998). Statistical learning theory. Wiley. ISBN 9780471030034. Wahba, Grace (1990). Spline models

Quantification (machine learning) (1,603 words) [view diff] exact match in snippet view article

1007/s13278-016-0327-z. S2CID 15631612. Vladimir Vapnik (1998). Statistical learning theory. New York, US: Wiley. Jerzak, Connor T.; King, Gary; Strezhnev

Falsifiability (19,412 words) [view diff] case mismatch in snippet view article find links to article

Bernhard; Vapnik, Vladimir (July 2009). "Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions". Journal

Neural network (761 words) [view diff] exact match in snippet view article find links to article

Vladimir N.; Vapnik, Vladimir Naumovich (1998). The nature of statistical learning theory (Corrected 2nd print. ed.). New York Berlin Heidelberg: Springer

Ranking SVM (2,155 words) [view diff] case mismatch in snippet view article find links to article

networks." Machine Learning Journal, 20: 273–297,1995 V. Vapnik. Statistical Learning Theory. WILEY, Chichester, GB, 1998 N. Fuhr. "Optimum polynomial retrieval

Hsinchun Chen (2,271 words) [view diff] case mismatch in snippet view article find links to article

Award for 2010 ("Detecting Fake Websites: The Contribution of Statistical Learning Theory", by Ahmed Abbasi, Zhu Zhang, David Zimbra, Hsinchun Chen, and

Machine learning in earth sciences (5,035 words) [view diff] exact match in snippet view article find links to article

Tartakovsky, Daniel M. (2004). "Delineation of geologic facies with statistical learning theory". Geophysical Research Letters. 31 (18). Bibcode:2004GeoRL..3118502T

Kernel embedding of distributions (9,735 words) [view diff] case mismatch in snippet view article find links to article

Learning Research. 12 (70). Liang, Percy (2016), CS229T/STAT231: Statistical Learning Theory (PDF), Stanford lecture notes Sriperumbudur, B. K.; Fukumizu