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searching for Statistical learning theory 36 found (86 total)

alternate case: statistical learning theory

Gilbert Harman (1,019 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

Space partitioning (1,001 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

Vapnik–Chervonenkis dimension (2,798 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

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

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

List of publications in statistics (2,817 words) [view diff] no match in snippet view article find links to article

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

Dacheng Tao (305 words) [view diff] exact match in snippet view article find links to article

fields, including pattern recognition, visual analytics, and statistical learning theory over a career span of around 20 years, averaging 60 papers a

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

Neural network (biology) (1,537 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

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

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

Jean Nicod Prize (196 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 ISBN 0-262-08360-4 2006 Michael Tomasello Max Planck Institute

William Kaye Estes (1,311 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

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

A B M Shawkat Ali (1,724 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

Richard M. Dudley (595 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

Formal epistemology (1,183 words) [view diff] exact match in snippet view article find links to article

belief revision, deontic logic) Gilbert Harman (epistemology, statistical learning theory, mind and language) James Hawthorne (confirmation theory, inductive

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

Supervised learning (3,005 words) [view diff] case mismatch in snippet view article find links to article

doi:10.1109/IJCNN.2011.6033571. Vapnik, V. N. The Nature of Statistical Learning Theory (2nd Ed.), Springer Verlag, 2000. A. Maity (2016). "Supervised

Transduction (machine learning) (1,480 words) [view diff] exact match in snippet view article

Philosophy, Home University Library, 1912. [2]. V. N. Vapnik. Statistical learning theory. New York: Wiley, 1998. (See pages 339-371) V. Tresp. A Bayesian

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 (1,942 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)

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

Synthetic data (2,258 words) [view diff] exact match in snippet view article find links to article

1142/S0218001493000352. ISSN 0218-0014. Vapnik, Vladimir (2008). The nature of statistical learning theory. Statistics for engineering and information science (2. ed.,

Neural network (machine learning) (17,645 words) [view diff] exact match in snippet view article

a larger prior probability over simpler models; but also in statistical learning theory, where the goal is to minimize over two quantities: the 'empirical

Probability distribution (6,688 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 (3,519 words) [view diff] case mismatch in snippet view article find links to article

1017/S0962492921000027. ISSN 0962-4929. Bousquet, O. (2004). Introduction to Statistical Learning Theory. Biological Cybernetics, 3176(1), 169–* doi:10.1007/978-3-540-28650-9_8

Bayesian interpretation of kernel regularization (2,778 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

Falsifiability (19,517 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

Quantification (machine learning) (1,696 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. Víctor González-Castro; Rocío Alaiz-Rodríguez;

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

Neural network (801 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 (2,306 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

Machine learning in earth sciences (4,479 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

List of Jadavpur University people (1,929 words) [view diff] case mismatch in snippet view article find links to article

University of Singapore. Specializes in Reinforcement Learning, Statistical Learning Theory, Differential Privacy and Fairness. Dipankar Chatterji Indian

Kernel embedding of distributions (9,770 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