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On the mathematical structure and numerical solution of discrete-continuous optimization problems in DDCM. [PDF]
Gebhardt CG, Lange S, Steinbach MC.
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Development of transcriptomic tools for predicting the response to individual drug of the mFOLFIRINOX regimen in patients with metastatic pancreatic cancer. [PDF]
Fraunhoffer N +5 more
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Blockchain enabled collective and combined deep learning framework for COVID19 diagnosis. [PDF]
Periyasamy S +6 more
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Robust and replicable effects of ageing on resting state brain electrophysiology measured with MEG
Quinn AJ +6 more
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Blockwise Recursive Moore–Penrose Inverse for Network Learning
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022Training neural networks with the Moore–Penrose (MP) inverse has recently gained attention in view of its noniterative training nature. However, a significant drawback of learning based on the MP inverse is that the computational memory consumption grows
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh
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Weighted generalized Moore–Penrose inverse
Georgian Mathematical Journal, 2023The aim of this paper is to present the weighted generalized Moore–Penrose inverse of an operator between two Hilbert spaces as an extension of the Moore–Penrose inverse and the generalized Moore–Penrose inverse defined for an operator on a Hilbert space.
D. Mosić
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Multimodal Moore–Penrose Inverse-Based Recomputation Framework for Big Data Analysis
IEEE Transactions on Neural Networks and Learning Systems, 2022Most multilayer Moore–Penrose inverse (MPI)-based neural networks, such as deep random vector functional link (RVFL), are structured with two separate stages: unsupervised feature encoding and supervised pattern classification.
Wandong Zhang +4 more
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