Empirical risk minimization (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Empirical risk minimization" in English language version.

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arxiv.org

V. Feldman, V. Guruswami, P. Raghavendra and Yi Wu (2009). Agnostic Learning of Monomials by Halfspaces is Hard. (See the paper and references therein)

doi.org

Devroye, Luc; Györfi, László; Lugosi, Gábor (1996). "A Probabilistic Theory of Pattern Recognition". Stochastic Modelling and Applied Probability. 31. doi:10.1007/978-1-4612-0711-5. ISBN 978-1-4612-6877-2. ISSN 0172-4568.

mit.edu

ocw.mit.edu

"Mathematics of Machine Learning Lecture 9 Notes | Mathematics of Machine Learning | Mathematics". MIT OpenCourseWare. Retrieved 2023-10-28.

nips.cc

papers.nips.cc

V. Vapnik (1992). Principles of Risk Minimization for Learning Theory.

springer.com

link.springer.com

Devroye, Luc; Györfi, László; Lugosi, Gábor (1996). "A Probabilistic Theory of Pattern Recognition". Stochastic Modelling and Applied Probability. 31. doi:10.1007/978-1-4612-0711-5. ISBN 978-1-4612-6877-2. ISSN 0172-4568.

worldcat.org

search.worldcat.org

Devroye, Luc; Györfi, László; Lugosi, Gábor (1996). "A Probabilistic Theory of Pattern Recognition". Stochastic Modelling and Applied Probability. 31. doi:10.1007/978-1-4612-0711-5. ISBN 978-1-4612-6877-2. ISSN 0172-4568.