1,831 research outputs found
Geometric Inference on Kernel Density Estimates
We show that geometric inference of a point cloud can be calculated by
examining its kernel density estimate with a Gaussian kernel. This allows one
to consider kernel density estimates, which are robust to spatial noise,
subsampling, and approximate computation in comparison to raw point sets. This
is achieved by examining the sublevel sets of the kernel distance, which
isomorphically map to superlevel sets of the kernel density estimate. We prove
new properties about the kernel distance, demonstrating stability results and
allowing it to inherit reconstruction results from recent advances in
distance-based topological reconstruction. Moreover, we provide an algorithm to
estimate its topology using weighted Vietoris-Rips complexes.Comment: To appear in SoCG 2015. 36 pages, 5 figure
Number fields unramified away from 2
We consider finite extensions of the rationals which are unramified except
for at 2 and infinity. We show there are no such extensions of degrees 9
through 15
Essential p-dimension of algebraic groups whose connected component is a torus
Following up on our earlier work and the work of N. Karpenko and A.
Merkurjev, we study the essential p-dimension of linear algebraic groups G
whose connected component G^0 is a torus.Comment: 23 pages, no figures. arXiv admin note: text overlap with
arXiv:0910.557
Convergence in for Feynman path integrals
We consider a class of Schrodinger equations with time-dependent smooth
magnetic and electric potentials having a growth at infinity at most linear and
quadratic, respectively. We study the convergence in with loss of
derivatives, , of the time slicing approximations of the
corresponding Feynman path integral. The results are completely sharp and hold
for long time, where no smoothing effect is available. The techniques are based
on the decomposition and reconstruction of functions and operators with respect
to certain wave packets in phase space.Comment: 24 pages, 1 figure; in this version, some typos were corrected and
some arguments a little bit cleane
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