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searching for Curse of dimensionality 22 found (110 total)

Věra Kůrková (351 words) [view diff] case mismatch in snippet view article find links to article

Computer-Intensive Methods in Control and Signal Processing. The Curse of Dimensionality, Birkhauser, Boston, MA, pp. 261–270 (1997). See also F. Girosi

Howell Tong (1,289 words) [view diff] exact match in snippet view article find links to article

surprising result that cross-validation does not suffer from the curse of dimensionality for consistent estimation of the embedding dimension of a dynamical

Vote Compass (409 words) [view diff] exact match in snippet view article find links to article

2017-08-28. Clifton van der Linden and Yannick Dufresne (2017). "The curse of dimensionality in Voting Advice Applications: reliability and validity in algorithm

Lenore Cowen (446 words) [view diff] exact match in snippet view article find links to article

Sneiderman, Phil (January–March 1996), "On faculty: Breaking the curse of dimensionality", The Gazette: The Newspaper of the Johns Hopkins University Dublin

Parametric programming (912 words) [view diff] exact match in snippet view article find links to article

the off-line parametrization of optimal solutions runs into the curse of dimensionality as the number of possible solutions grows with the dimensionality

James Robins (942 words) [view diff] case mismatch in snippet view article find links to article

Springer-Verlag. pp. 69–117. Robins, J.M.; Ritov, Y. (1997). "Toward A Curse Of Dimensionality Appropriate (CODA) Asymptotic Theory For Semi-parametric Models"

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

an ERC Advanced Grant for a project called BREAD (Breaking the curse of dimensionality in analysis and simulation ). Barron, Andrew R.; Cohen, Albert;

John Rust (2,771 words) [view diff] case mismatch in snippet view article find links to article

3950100502. Rust, John (1997). "Using Randomization to Break the Curse of Dimensionality". Econometrica. 65 (3): 487–516. CiteSeerX 10.1.1.198.7218. doi:10

Universal approximation theorem (5,222 words) [view diff] exact match in snippet view article find links to article

exponentially smaller. Even if f {\displaystyle f} is not smooth, the curse of dimensionality can be broken if f {\displaystyle f} admits additional "compositional

K-anonymity (1,862 words) [view diff] case mismatch in snippet view article find links to article

Aggarwal, Charu C. (2005). "On k-Anonymity and the Curse of Dimensionality". VLDB '05 – Proceedings of the 31st International Conference on

Backward stochastic differential equation (613 words) [view diff] exact match in snippet view article find links to article

difference methods or Monte Carlo simulations often struggle with the curse of dimensionality, where computational cost increases exponentially with the number

Deep backward stochastic differential equation method (4,113 words) [view diff] exact match in snippet view article find links to article

shown limitations such as high computational complexity and the curse of dimensionality. In high-dimensional scenarios, the Monte Carlo method requires

Intrinsic dimension (2,699 words) [view diff] exact match in snippet view article find links to article

yield the manifold dimension for manifolds. In the 2000s the "curse of dimensionality" has been exploited to estimate intrinsic dimension. The case of

Isolation forest (4,553 words) [view diff] exact match in snippet view article find links to article

high-dimensional spaces. Traditional Isolation Forest can suffer from the curse of dimensionality in such scenarios, but EIF mitigates this issue by creating more

Evolving intelligent system (2,223 words) [view diff] exact match in snippet view article find links to article

"Generalized Smart EFS"), allowing more interpretability and reducing curse of dimensionality. The generalized rule structure was also successfully used in the

Deep learning (17,757 words) [view diff] exact match in snippet view article find links to article

difference methods or Monte Carlo simulations often struggle with the curse of dimensionality, where computational cost increases exponentially with the number

Predictive genomics (3,282 words) [view diff] exact match in snippet view article find links to article

of millions. Therefore, due to the current constraints in the curse of dimensionality, prior screening methods that decrease the number of loci to below

Joseph F. Traub (3,120 words) [view diff] case mismatch in snippet view article find links to article

Continuous Model of Computation, Physics Today, May, 1999, 39–43. No Curse of Dimensionality for Contraction Fixed points in the Worst Case, Econometrics, Vol

Empirical dynamic modeling (2,589 words) [view diff] exact match in snippet view article find links to article

Information leverage in interconnected ecosystems: Overcoming the curse of dimensionality. Science 353:922–925 [23] Takens, F. (1981). Detecting strange

Generalized singular value decomposition (4,126 words) [view diff] exact match in snippet view article find links to article

Loucas; Bach, Francis; Rudi, Alessandro (2021). "Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning". arXiv:2009

Physics-informed neural networks (4,527 words) [view diff] exact match in snippet view article find links to article

difference methods or Monte Carlo simulations, which struggle with the curse of dimensionality. Deep BSDE methods use neural networks to approximate solutions

Guillermo Gallego (1,534 words) [view diff] exact match in snippet view article find links to article

explicitly learn the dual optimal solution and overcoming the curse of dimensionality. His more recent work has focused on personalized pricing and personalized