Results 91 to 100 of about 201,485 (174)

Revealing hidden patterns in deep neural network feature space continuum via manifold learning. [PDF]

Nat Commun, 2023
Islam MT, Zhou Z, Ren H, Khuzani MB, Kapp D, Zou J, Tian L, Liao JC, Xing L.   +8 more
europepmc   +1 more source

Application of Non-Sparse Manifold Regularized Multiple Kernel Classifier

Mathematics
Non-sparse multiple kernel learning is efficient but not directly able to be applied in a semi-supervised scenario; therefore, we extend it to semi-supervised learning by using a manifold regularization.
Tao Yang
doaj   +1 more source

An Alzheimer's disease category progression sub-grouping analysis using manifold learning on ADNI. [PDF]

Sci Rep, 2023
van der Haar D, Moustafa A, Warren SL, Alashwal H, van Zyl T.   +4 more
europepmc   +1 more source

Manifold Learning in Wasserstein Space

SIAM Journal on Mathematical Analysis
This paper aims at building the theoretical foundations for manifold learning algorithms in the space of absolutely continuous probability measures $\mathcal{P}_{\mathrm{a.c.}}(Ω)$ with $Ω$ a compact and convex subset of $\mathbb{R}^d$, metrized with the Wasserstein-2 distance $\mathbb{W}$. We begin by introducing a construction of submanifolds $Λ$ in $
Keaton Hamm, Caroline Moosmüller, Bernhard Schmitzer, Matthew Thorpe   +3 more
openaire   +5 more sources

A Preprocessing Manifold Learning Strategy Based on t-Distributed Stochastic Neighbor Embedding. [PDF]

Entropy (Basel), 2023
Shi S, Xu Y, Xu X, Mo X, Ding J.
europepmc   +1 more source

Multi-view manifold learning of human brain-state trajectories. [PDF]

Nat Comput Sci, 2023
Busch EL, Huang J, Benz A, Wallenstein T, Lajoie G, Wolf G, Krishnaswamy S, Turk-Browne NB.   +7 more
europepmc   +1 more source

IAN: Iterated Adaptive Neighborhoods for Manifold Learning and Dimensionality Estimation. [PDF]

Neural Comput, 2023
Dyballa L, Zucker SW.
europepmc   +1 more source

A Novel Framework of Manifold Learning Cascade-Clustering for the Informative Frame Selection. [PDF]

Diagnostics (Basel), 2023
Zhang L, Wu L, Wei L, Wu H, Lin Y.
europepmc   +1 more source

Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI. [PDF]

IEEE Trans Med Imaging, 2022
Zou Q, Ahmed AH, Nagpal P, Priya S, Schulte RF, Jacob M.   +5 more
europepmc   +1 more source

Real-time radial reconstruction with domain transform manifold learning for MRI-guided radiotherapy. [PDF]

Med Phys, 2023
Waddington DEJ, Hindley N, Koonjoo N, Chiu C, Reynolds T, Liu PZY, Zhu B, Bhutto D, Paganelli C, Keall PJ, Rosen MS.   +10 more
europepmc   +1 more source