theory (machine learning and theory of computation), Rademacher complexity, named after Hans Rademacher, measures richness of a class of sets with respect...

(capacity, complexity, expressive power, richness, or flexibility) of a class of sets. In computational learning theory, Rademacher complexity is a measure...

transform Rademacher's contour Rademacher complexity Rademacher function Rademacher–Menchov theorem Rademacher's series Rademacher system Rademacher distribution...

analyzed using statistical learning theory (for example, using Rademacher complexity). Kernel methods can be thought of as instance-based learners: rather...

approach leads to concepts such as VC dimension and Rademacher complexity which control the complexity of the space H {\displaystyle {\mathcal {H}}} . A...

Rademacher (band) Rademacher complexity, a statistical measure Rademacher distribution, a probability distribution in statistics Rademacher system, a statistical...

\mathrm {D} _{{\mathsf {V}}C}+1} See also Rademacher complexity for a recently introduced class complexity index. Class C of circles in R 2 {\displaystyle...

{\displaystyle {\mathcal {H}}} . Proximal gradient methods for learning Rademacher complexity Vapnik–Chervonenkis dimension Vapnik, Vladimir N. (1995). The Nature...

and for linear regression. And, finite-sample analysis based on Rademacher complexity. A result from studying adversarial attacks in linear models is...

Nonparametric regression Kernels Kernel method Statistical learning theory Rademacher complexity Vapnik–Chervonenkis dimension Probably approximately correct learning...

Graph dimension or Pollard's pseudo-dimension can be used. The Rademacher complexity provides similar bounds to the VC, and can sometimes provide more...

bounds that scale with the number of parameters, VC dimension, Rademacher complexity, stability or robustness. Theory of Information Bottleneck is recently...

Queueing theory Quick, Draw! R (programming language) Rada Mihalcea Rademacher complexity Radial basis function kernel Rand index Random indexing Random projection...

Covering numbers, entropy numbers, Rademacher complexity, VC dimension. Quantities that measure the "size" or complexity of a set, or relatively among several...

Hadamard transform (also known as the Walsh–Hadamard transform, Hadamard–Rademacher–Walsh transform, Walsh transform, or Walsh–Fourier transform) is an example...

Intelligence (UAI), 2019 (paper) Approximate Inference via Weighted Rademacher Complexity (Jonathan Kuck, Ashish Sabharwal, Stefano Ermon) Conference on Artificial...

graphs were studied in 1856 by Thomas Kirkman and in 1965 by Hans Rademacher. Rademacher calls these graphs based polyhedra. He defines them as the cubic...

theorem (mathematical analysis) Müntz–Szász theorem (functional analysis) Rademacher's theorem (mathematical analysis) Rising sun lemma (real analysis) Rolle's...

2e^{-k^{2}/4n}{\text{ for }}0\leq k\leq 2\sigma .} 7. Similar bounds can be found in: Rademacher distribution#Bounds on sums The Efron–Stein inequality (or influence inequality...

and Brain by Richard L. Gregory (1966) The Enjoyment of Math by Hans Rademacher and Otto Toeplitz (1966) Adaptation and Natural Selection: A Critique...

Winston 2005 Levoy 1996; Gortler 1996 Zomet 2003 Yu and McMillan 2004 Rademacher 1998 Isaksen 2000 Vaish 2005 Javidi 2002; Matusik 2004 Wetzstein 2012...

the corresponding term in German appears earlier, for instance in Hans Rademacher's review of Kőnig (1922). Other terms, such as "convex envelope", were...

"Finnegans Wake", James Joyce Quarterly, Vol.30, No.3, Spring 1993, Jorg W Rademacher, quoted in JSTOR, p. 482 Η «Αγρύπνια των Φίνεγκαν» κατά τον Ελευθέριο...

doi:[10.1023/A:1004541830999](https://doi.org/10.1023/A:1004541830999). Rademacher, Markus; Konopik, Michael; Debiossac, Maxime; Grass, David; Lutz, Eric;...

{1}{n}}\sum _{i=1}^{n}\varepsilon _{i}f(X_{i})} The symmetrized process is a Rademacher process, conditionally on the data X i {\displaystyle X_{i}} . Therefore...

Human Amygdala. Guilford Press. Caviness VS, Kennedy DN, Richelme C, Rademacher J, Filipek PA (1996). "The human brain age 7-11 years: a volumetric analysis...

expansions (Revised and Enlarged ed.). Dordrecht-Boston: D. Reidel Publ. Rademacher, H. (1973), Analytic Number Theory, New York City: Springer-Verlag. Boole...

Sexual Excesses. Charles Julius Hempel; J. Emerson Kent. Philadelphia: Rademacher & Sheek. p. 201. "Lesbos locals lose lesbian appeal". BBC News Europe...

Acta Mathematica. 58 (1): 169–215. doi:10.1007/BF02547776. MR 1555346. Rademacher, Hans (1938). "The Fourier coefficients of the modular invariant j(τ)"...

1002/9780470939406.ch20, ISBN 978-0-470-93940-6, retrieved 2025-02-25 Rademacher, Lena; Kraft, Dominik; Eckart, Cindy; Fiebach, Christian J. (2023-09-01)...