supported by NSFC(Grant nos.11871406,12271449);supported by Australian Laureate Fellowship FL150100126 of the Australian Research Council;National Key R and D Program of China 2021YFA1001800 and NSFC(Grant no.12171334).
It was conjectured by Escobar(J Funct Anal 165:101–116,1999)that for an ndimensional(n≥3)smooth compact Riemannian manifold with boundary,which has nonnegative Ricci curvature and boundary principal curvatures bound...
supported by the State Key Laboratory of Robotics(Grant No.2023-Z04)'the Natural Science Foundation of Liaoning Province(Grant No.2022-BS-029).
Nonnegative CANDECOMP/PARAFAC(NCP)tensor decomposition is a powerful tool for multiway signal processing.The alternating direction method of multipliers(ADMM)optimization algorithm has become increasingly popular for ...
supported by the National Natural Science Foundation of China(No.12271163);the Science and Technology Commission of Shanghai Municipality(No.22DZ2229014);Shanghai Key Laboratory of PMMP.
The authors prove a sharp logarithmic Sobolev inequality which holds for compact submanifolds without boundary in Riemannian manifolds with nonnegative sectional curvature of arbitrary dimension and codimension.Like t...
Supported by the NSFC(11771087,12171091 and 11831005)。
In this note,we prove a logarithmic Sobolev inequality which holds for compact submanifolds without a boundary in manifolds with asymptotically nonnegative sectional curvature.Like the Michale-Simon Sobolev inequality...
the support from the National Natural Science Foundation of China(Nos.12171384,12201492,61976176);the National Science Foundation of Shaanxi(No.2021JM-323).
In this paper,we develop an active set identification technique.By means of the active set technique,we present an active set adaptive monotone projected Barzilai-Borwein method(ASAMPBB)for solving nonnegative matrix ...
supported in part by the National Natural Science Foundation of China under Grant No.12171369;Key NSF of Shandong Province under Grant No.ZR2020KA008;supported in part by HKRGC GRF 12300519,17201020 and 17300021,HKRGC CRF C1013-21GF and C7004-21GF;Joint NSFC and RGC N-HKU769/21。
In this paper,we study Riemannian optimization methods for the problem of nonnegative matrix completion that is to recover a nonnegative low rank matrix from its partial observed entries.With the underlying matrix inc...
supported by the National Natural Science Foundation of China(62272078,U21A2019);the Hainan Province Science and Technology Special Fund of China(ZDYF2022SHFZ105);the CAAI-Huawei MindSpore Open Fund(CAAIXSJLJJ-2021-035A)。
High-dimensional and incomplete(HDI)data subject to the nonnegativity constraints are commonly encountered in a big data-related application concerning the interactions among numerous nodes.A nonnegative latent factor...
The second author(H.Cao)is supported by the National Natural Science Foundation of China(No.12001269);the Fundamental Research Funds for the Central Universities of China.
.In this paper,we prove the global existence and uniqueness of so-lutions for the inhomogeneous Navier-Stokes equations with the initial data(ρ_(0),u_(0))∈L^(∞)×H^(s) _(0),s>1/2 and ||u_(0)||H^(s)_(0)≤ε0 in boun...
Set of integers, Zn is split into even-odd parts. The even part is arranged in ways, while the odd part fixes one point at a time to compliment the even part thereby forming the semigroup, AZn. T...
supported by the National Natural Science Foundation of China(61801513).
Considering the sparsity of hyperspectral images(HSIs),dictionary learning frameworks have been widely used in the field of unsupervised spectral unmixing.However,it is worth mentioning here that existing dictionary l...