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Tag: dimensional

A novel method optimizing the normalization of cardiac parameters in small animal models: the importance of dimensional indexing.

NewsemiaApril 13, 2019

by NewsemiaApril 13, 201900

Related Articles A novel method optimizing the normalization of cardiac parameters in small animal models: the importance of dimensional indexing. Am J Physiol Heart Circ...

Scalable Neural Network Decoders for Higher Dimensional Quantum Codes

NewsemiaApril 8, 2019

by NewsemiaApril 8, 201900

Breuckmann, NP; Ni, X; Scalable Neural Network Decoders for Higher Dimensional Quantum Codes. Quantum , 2 , Article page 68. 10.22331/q-2018-05-24-68 . Green open access...

AI/ML

High Dimensional Robust Estimation of Sparse Models via Trimmed Hard Thresholding. (arXiv:1901.08237v1 [cs.LG])

NewsemiaJanuary 27, 2019

by NewsemiaJanuary 27, 201900

We study the problem of sparsity constrained $M$-estimation with arbitrary corruptions to both {em explanatory and response} variables in the high-dimensional regime, where the number...

Cardiology

Identification of significant coronary artery disease in patients with non-ST segment elevation acute coronary syndrome by myocardial strain analyses using three dimensional speckle tracking echocardiography.

NewsemiaNovember 1, 2018

by NewsemiaNovember 1, 201800

Related Articles Identification of significant coronary artery disease in patients with non-ST segment elevation acute coronary syndrome by myocardial strain analyses using three dimensional speckle...

High dimensional change point estimation via sparse projection

NewsemiaSeptember 10, 2018

by NewsemiaSeptember 10, 201800

Wang, T; Samworth, RJ; (2018) High dimensional change point estimation via sparse projection. Journal of the Royal Statistical Society. Series B: Statistical Methodology , 80...

AI/ML

Is Euclidean distance meaningful for high dimensional data?

NewsemiaAugust 26, 2018

by NewsemiaAugust 26, 201800

The short answer is no. At high dimensions, Euclidean distance loses pretty much all meaning. However, it’s not something […] The post Is Euclidean...

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