55 citations · 214 across the 36 of their papers we have counts for
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math.OC2020★ 3 cited
Simpler Grassmannian optimization
Zehua Lai, Lek-Heng Lim, Ke Ye
There are two widely used models for the Grassmannian , as the set of equivalence classes of orthogonal matrices $\operatorname{O}(n)/(\operatorname{O}(k) \…
math.OC2020
Intrinsic Gaussian Processes on Manifolds and Their Accelerations by Symmetry
Ke Ye, Mu Niu, Pokman Cheung +2
Amidst the growing interest in nonparametric regression, we address a significant challenge in Gaussian processes(GP) applied to manifold-based predictors. Existing methods primari…
math.NA2020
Symmetric Tensor Decompositions On Varieties
Jiawang Nie, Ke Ye, Lihong Zhi
This paper discusses the problem of symmetric tensor decomposition on a given variety : decomposing a symmetric tensor into the sum of tensor powers of vectors contained in .…