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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,341 papers · 148 categories

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1234 · Oct 201619922001200920182026
48 results for DVS

Decision tree predicts DV recidivism with interpretable models.

problem Predicting DV re-offending to aid risk assessment and victim protection.
method Employed decision tree induction to balance accuracy and interpretability, addressing class imbalance and feature selection.
result Achieved comparable accuracy with 3 features and understandable 4-node trees.

Adaptive sampling improves graph diffusion models by maintaining uniform information speed.

problem Standard diffusion models overlook non-homogeneous dynamics on complex manifolds.
method Information-geometric framework using Fisher-Rao metric and Drift Variation Score (DVS).
result DVS solver ensures uniform rate of distributional change, improving structural fidelity and efficiency.

By improving the analysis developed in the study of $\s_k$-Yamabe problem, we prove in this paper that the De Lellis-Topping inequality is true on 3-dimensional Riemannian manifolds of nonnegative scalar curvature. More precisely, if (M3,g)(M^3, g) is a 3-dimensional closed Riemannian manifold with non-negative scalar curv…

2011-03-20abs ↗pdf ↗

We consider the Riemannian functional defined on the space of Riemannian metrics with unit volume on a closed smooth manifold MM given by Rn2(g):=MR(g)n2dvg\mathcal{R}_{\frac{n}{2}}(g):= \int_M |R(g)|^{\frac{n}{2}}dv_g where R(g)R(g), dvgdv_g denote the Riemannian curvature and volume form corresponding to gg. We show that there are lo…

2012-11-25abs ↗pdf ↗

Given a compact Riemannian Manifold (M,g) of dimension n > 2, a point x_0 in M and s in (0,2). We let 2*(s) = 2(n-s)/(n-2) be the critical Hardy-Sobolev exponent. The Hardy-Sobolev embedding yields the existence of A,B > 0 such that (\int_M|u|^{2*(s)}dv_g)^{2/2*(s)} \leq A\int_M |\nabla u|_g^2 dv_g +B\int_M u^2 dv_g fo…

2014-01-23abs ↗pdf ↗

Machine learning improves design verification, achieving better coverage than random methods.

problem Limited coverage of complex designs using random or constrained-random stimulus.
method Supervised and reinforcement learning applied to constrained-random DV tools.
result Machine learning enhances DV to achieve better coverage and faster timescales.

The paper proves new rigidity results for critical metrics of quadratic curvature functionals.

problem Proving rigidity of critical metrics for specific quadratic curvature functionals.
method Rigidity results for conformal vector fields, ODE argument, and new pointwise and integral estimates.
result Critical metrics are rigid under specific conditions.

We show that a complete mm-dimensional immersed submanifold MM of Rn\mathbb{R}^{n} with a(M)<1a(M)<1 is properly immersed and have finite topology, where a(M)[0,]a(M)\in [0,\infty] is an scaling invariant number that gives the rate that the norm of the second fundamental form decays to zero at infinity. The class of submanifol…

2006-01-24abs ↗pdf ↗

We consider polyharmonic maps φ:(M,g)φ:(M,g)\rightarrow \mathbb{E}^noforderkfromacompleteRiemannianmanifoldintotheEuclideanspaceandlet of order k from a complete Riemannian manifold into the Euclidean space and let pbearealconstantsatisfying be a real constant satisfying 1<p<\infty.(i)If,. (i) If, \int_M|W^{k-1}|^p dv_g<\infty,and and \int_M|\bar \nabla W^{k-2}|^2dv_g<\infty.Then Then φ$ is a polyharmonic map of orde…

2013-08-02abs ↗pdf ↗

We consider a complete noncompact smooth metric measure space (Mn,g,efdv)(M^n,g,e^{-f} dv) and the associated drifting Laplacian. We find sufficient conditions on the geometry of the space so that every nonnegative ff-subharmonic function with bounded weighted L1L^1 norm is constant.

2014-02-25abs ↗pdf ↗

We consider a complete biharmonic hypersurface with nowhere zero mean curvature vector field φ:(Mm,g)(Sm+1,h)φ:(M^m,g)\rightarrow (S^{m+1},h) in a sphere. If the squared norm of the second fundamental form BB is bounded from above by m, and MHpdvg<\int_M H^{- p }dv_g<\infty, for some 0<p<0<p<\infty, then the mean curvature is constant.

2015-06-15abs ↗pdf ↗

The present note deals with the properties of metric connections \nabla with vectorial torsion VV on semi-Riemannian manifolds (Mn,g)(M^n,g). We show that the \nabla-curvature is symmetric if and only if VV^{\flat} is closed, and that VV^\perp then defines an (n1)(n-1)-dimensional integrable distribution on MnM^n. If …

2015-09-29abs ↗pdf ↗

I In this paper, first we study a complete smooth metric measure space (Mn,g,efdv)(M^n,g, e^{-f}dv) with the (\infty)-Bakry-Émery Ricci curvature Ricfa2g\textrm{Ric}_f\ge \frac a2g for some positive constant aa. It is known that the spectrum of the drifted Laplacian ΔfΔ_f for MM is discrete and the first nonzero eigenvalue of $Δ…

2013-05-17abs ↗pdf ↗

Liouville property proven for certain harmonic functions on metric measure spaces.

problem Proving Liouville property for ff-harmonic functions with polynomial growth.
method Using Bakry-Émery Ricci curvature nonnegativity and sublinear diameter growth of geodesic spheres.
result Liouville property established for ff-harmonic functions with polynomial growth.

This paper relates the boundary term in the Chern-Gauss-Bonnet formula on 4-manifolds M with the renormalized volume V, as defined in the AdS/CFT correspondence, for asymptotically hyperbolic Einstein metrics on M. In addition, we compute and discuss the differential or variation dV of V, or equivalently the variation …

2000-11-08abs ↗pdf ↗

New rigidity results for critical metrics of a quadratic curvature functional.

problem Proving uniqueness of critical metrics for a specific curvature functional.
method Analyzing complete, possibly non-compact, critical metrics of the quadratic curvature functional.
result Critical metrics with finite energy are scalar flat (global minima) for dimensions n≥10.

In this short paper we study LfpL_f^p-Liouville property with 0<p<10<p<1 for nonnegative ff-subharmonic functions on a complete noncompact smooth metric measure space (M,g,efdv)(M,g,e^{-f}dv) with Ricfm\mathrm{Ric}_f^m bounded below for 0<m0<m\leq\infty. We prove a sharp LfpL_f^p-Liouville theorem when 0<m<0<m<\infty. We also prove an $…

2014-10-27abs ↗pdf ↗

We consider the Riemannian functional defined on the space of Riemannian metrics with unit volume on a closed smooth manifold M given by Rp(g):=MR(g)pdvgR_p(g) :=\int_M|R(g)|^pdvg where R(g)R(g), dvgdv_g denote the corresponding Riemannian curvature, volume form and p is a real number greater than or equal to 2. We prove that RpR_p res…

2012-05-28abs ↗pdf ↗

The Bakry-Emery Ricci tensor of a metric-measure space (M,g,e^{-f}dv_{g}) plays an important role in both geometric measure theory and the study of Hamilton's Ricci flow. Under a uniform positivity condition on this tensor and with bounded Ricci curvature we show the underlying space has finite f-volume. As a consequen…

2006-12-18abs ↗pdf ↗

We consider a complete biharmonic submanifold φ:(M,g)(N,h)φ:(M,g)\rightarrow (N,h) in a Riemannian manifold with sectional curvature bounded from above by a non-negative constant cc. Assume that the mean curvature is bounded from below by c\sqrt c. If (i) M(H2c)pdvg<\int_M (|{\bf H}|^2-c)^{p}dv_g<\infty, for some 0<p<0<p<\infty, or (ii) …

2014-05-23abs ↗pdf ↗

An isometric immersion x:MnSn+px:M^n\rightarrow S^{n+p} is called Willmore if it is an extremal submanifold of the Willmore functional: W(x)=Mn(SnH2)n2dvW(x)=\int_{M^n} (S-nH^2)^{\frac{n}{2}}dv, where SS is the norm square of the second fundamental form and HH is the mean curvature. Examples of Willmore submanifolds in the unit sphere ar…

2011-10-17abs ↗pdf ↗

We study some function-theoretic properties on a complete smooth metric measure space (M,g,efdv)(M,g,e^{-f}dv) with Bakry-Émery Ricci curvature bounded from below. We derive a Moser's parabolic Harnack inequality for the ff-heat equation, which leads to upper and lower Gaussian bounds on the ff-heat kernel. We also prove $L^…

2013-05-03abs ↗pdf ↗

The paper classifies hypersurfaces in Spinc^c manifolds that satisfy a specific inequality.

problem Classifying hypersurfaces in Spinc^c manifolds that satisfy a particular inequality.
method Using the Spinc^c Bär inequality and properties of real Killing spinors.
result Hypersurfaces satisfying the equality case in the Spinc^c Bär inequality are slices of cones over Riemannian Spinc^c manifolds.

We derive a Harnack inequality for positive solutions of the ff-heat equation and Gaussian upper and lower bounds for the ff-heat kernel on complete smooth metric measure spaces (M,g,efdv)(M, g, e^{-f}dv) with Bakry-Émery Ricci curvature bounded below. The lower bound is sharp. The main argument is the De Giorgi-Nash-Moser t…

2014-06-23abs ↗pdf ↗

We derive a local Gaussian upper bound for the ff-heat kernel on complete smooth metric measure space (M,g,efdv)(M,g,e^{-f}dv) with nonnegative Bakry-Émery Ricci curvature, which generalizes the classic Li-Yau estimate. As applications, we obtain a sharp Lf1L_f^1-Liouville theorem for ff-subharmonic functions and an Lf1L_f^1-u…

2014-01-23abs ↗pdf ↗

We study both function theoretic and spectral properties on complete noncompact smooth metric measure space (M,g,efdv)(M,g,e^{-f}dv) with nonnegative Bakry-Émery Ricci curvature. Among other things, we derive a gradient estimate for positive ff-harmonic functions and obtain as a consequence the strong Liouville property under…

2011-03-03abs ↗pdf ↗

The paper provides gradient estimates for specific evolution equations on metric measure spaces.

problem Gradient estimates for a class of evolution equations on smooth metric measure spaces.
method Local gradient estimates of Souplet-Zhang type and gradient estimates of Hamilton type.
result Gradient estimates for positive solutions of the evolution equation on smooth metric measure spaces.

The paper estimates gradients for a weighted parabolic equation under geometric flow.

problem Estimating gradients for a specific parabolic equation on a weighted manifold.
method Obtained space-time gradient estimates through integrating the equation.
result Found corresponding Harnack inequalities through gradient estimates.

We show that a diffeological bundle gives rise to an exact sequence of internal tangent spaces. We then introduce two new classes of diffeological spaces, which we call weakly filtered and filtered diffeological spaces, whose tangent spaces are easier to understand. These are the diffeological spaces whose categories o…

2015-10-30abs ↗pdf ↗

The paper derives gradient estimates for porous medium and fast diffusion equations on metric measure spaces.

problem Gradient estimates for porous medium and fast diffusion equations on metric measure spaces.
method Derives Li-Yau and Souplet-Zhang type gradient estimates for the given equations.
result Gradient estimates for the equations on complete noncompact metric measure spaces with compact boundary.

The paper derives estimates and proves theorems for a specific type of nonlinear parabolic equation.

problem Analyzing solutions to a weighted nonlinear parabolic equation on metric measure spaces.
method Derives elliptic gradient estimates and proves Liouville-type theorems.
result Establishes conditions for the existence of positive ancient solutions.

LAVA values data without needing a specific learning algorithm.

problem Valuing data without knowing the learning algorithm beforehand.
method Develops a proxy for validation performance using Wasserstein distance and a novel method to value individual data points.
result Significant improvement in performance over state-of-the-art methods, with orders of magnitude faster computation.