Rademacher complexity information

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

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

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

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

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

fluctuation complexity in model theory U-rank in statistical learning theory / computational learning theory VC dimension Rademacher complexity in linguistics/computer...

{\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. There are a large variety of different adversarial attacks that...

\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...

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

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

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

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

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

computer science) Quotient of subspace theorem (functional analysis) Rademacher's theorem (mathematical analysis) Rado's theorem (harmonic analysis) Radon'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...

Daniele; Derkach, Ivan; Gasbarri, Giulio; Herr, Waldemar; Li, Ying Lia; Rademacher, Markus; Sidhu, Jasminder; Oi, Daniel K. L. (March 11, 2022). "Quantum...

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

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...

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...

moments can provide tighter bounds, at the cost of greater analytical complexity. In practice, the exact Chernoff bound may be unwieldy or difficult to...

"Finnegans Wake", James Joyce Quarterly, Vol.30, No.3, Spring 1993, Jorg W Rademacher, quoted in JSTOR, p482 Η «Αγρύπνια των Φίνεγκαν» κατά τον Ελευθέριο Ανευλαβή...

Proc. R. Soc. Lond. B 265: 1491–1496. DOI:10.1098/rspb.1998.0462 J.D.M. Rademacher, B. Sandstede, A. Scheel (2007) "Computing absolute and essential spectra...

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

.....1441G, doi:10.37236/1876, S2CID 10467873 Arfken (1970), p. 463. Rademacher, H. (1973), Analytic Number Theory, New York City: Springer-Verlag. Boole...

edited by Christopher Schlottmann, Dale Jamieson, Colin Jerolmack, Anne Rademacher, and Maria Damon, 259–264. New York University Press, 2017. doi:10.2307/j...

surrogate mother for Courtney (Alicia Leigh Willis) and Jasper Jacks (Ingo Rademacher), upsetting Lucky, but Elizabeth miscarries in September 2005. They marry...

processing. IOS Press. 11(4), 233–244. Caviness VS, Kennedy DN, Richelme C, Rademacher J, Filipek PA (1996). "The human brain age 7-11 years: a volumetric analysis...