Results 221 to 230 of about 22,632 (246)
Some of the next articles are maybe not open access.
Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect
arXiv.org, 2023The characteristics of data like distribution and heterogeneity, become more complex and counterintuitive as dimensionality increases. This phenomenon is known as curse of dimensionality, where common patterns and relationships (e.g., internal pattern ...
D. Peng, Zhipeng Gui, Huayi Wu
semanticscholar +1 more source
Journal of Mathematical Analysis and Applications, 2023
In this paper we prove that rectified deep neural networks do not suffer from the curse of dimensionality when approximating McKean--Vlasov SDEs in the sense that the number of parameters in the deep neural networks only grows polynomially in the space ...
Ariel Neufeld, Tuan Anh Nguyen
semanticscholar +1 more source
In this paper we prove that rectified deep neural networks do not suffer from the curse of dimensionality when approximating McKean--Vlasov SDEs in the sense that the number of parameters in the deep neural networks only grows polynomially in the space ...
Ariel Neufeld, Tuan Anh Nguyen
semanticscholar +1 more source
Curse of dimensionality on persistence diagrams
Foundations of Data ScienceThe stability of persistent homology has led to wide applications of the persistence diagram as a trusted topological descriptor in the presence of noise.
Yasuaki Hiraoka +6 more
semanticscholar +1 more source
Breaking the curse of dimensionality: hierarchical Bayesian network model for multi-view clustering
Annals of Mathematics and Artificial Intelligence, 2021Hasna Njah, Salma Jamoussi, W. Mahdi
semanticscholar +1 more source
The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries
Resources Policy, 2021Muhammad Umar +2 more
exaly