Research
On-device research index

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.

168,657 papers · 148 categories

Trend · papers per month

101203304405 · Jun 202019922001200920172026
48 results for volume gradient

Graph manifolds are manifolds that decompose along tori into pieces with a tame S1S^1-structure. In this paper, we prove that the simplicial volume of graph manifolds (which is known to be zero) can be approximated by integral simplicial volumes of their finite coverings. This gives a uniform proof of the vanishing of …

2018-07-27abs ↗pdf ↗

Estimates Kähler metrics with noncollapsing volume under complex Monge-Ampère constraints.

problem Volume noncollapsing for Kähler metrics induced by complex Monge-Ampère equations.
method Proves local volume noncollapsing estimate with Ricci curvature lower bound.
result Establishes diameter and gradient estimates for Kähler metrics.

Gradient descent on LSE objectives implicitly performs EM, leading to collapse without volume control.

problem Gradient collapse in autoencoders without volume control.
method Introduced a single-layer encoder with an LSE objective and InfoMax regularization for volume control.
result Gradient--responsibility identity holds exactly; LSE alone collapses; variance prevents dead components; decorrelation prevents redundancy.

The signed volume function for polyhedra can be generalized to a mean volume function for volume elements by averaging over the triangulations of the underlying polyhedron. If we consider these up to translation and scaling, the resulting quotient space is diffeomorphic to a sphere. The mean volume function restricted …

2013-02-25abs ↗pdf ↗

The study provides volume growth estimates for specific types of manifolds.

problem Estimating volume growth for Ricci solitons and quasi-Einstein manifolds.
method Similar to classical results, the study proves volume growth estimates for gradient Ricci solitons and quasi-Einstein manifolds.
result Sharp volume growth estimates for gradient shrinking Ricci solitons and upper bound volume growth estimates for quasi-Einstein manifolds.

Gradient estimates for special harmonic functions on manifolds.

problem Estimating gradients of (p,V)(p,V)-harmonic functions on Riemannian manifolds.
method Using Moser iteration method, volume comparison theorem, and Sobolev embedding theorem.
result Explicit global gradient estimates for positive entire (p,V)(p,V)-harmonic functions.

The paper proves a reverse isoperimetric inequality and applies it to analyze surface flows.

problem Analyzing the negative gradient flow of the Willmore energy plus volume.
method Proved a quantitative reverse isoperimetric inequality and applied it to the flow.
result Initial surfaces converge to a round point in finite or infinite time.

We propose a novel approach to addressing the vanishing (or exploding) gradient problem in deep neural networks. We construct a new architecture for deep neural networks where all layers (except the output layer) of the network are a combination of rotation, permutation, diagonal, and activation sublayers which are all…

2019-11-21abs ↗pdf ↗

We derive a precise estimate on the volume growth of the level set of a potential function on a complete noncompact Riemannian manifold. As applications, we obtain the volume growth rate of a complete noncompact self-shrinker and a gradient shrinking Ricci soliton. We also prove the equivalence of weighted volume finit…

2011-06-24abs ↗pdf ↗

The universal Liouville action equals the renormalized volume of a hyperbolic 3-manifold.

problem Understanding the geometric significance of the universal Liouville action.
method Analyzing the Weil-Petersson universal Teichmüller space and its relation to hyperbolic 3-manifolds.
result The gradient flow of the universal Liouville action converges to the origin, providing a bound on Weil-Petersson distance.

We study the asymptotic volume ratio of non-steady gradient Ricci solitons. Moreover, a local estimate of the volume ratio is obtained for expanding solitons which satisfy limdist(O,x)Sectdist(O,x)2=0\lim_{dist(O,x)\rightarrow\infty} |Sect|\cdot dist(O,x)^2=0. Therefore, for such a soliton, we can show that it must have Rn\mathbb{R}^n as one of…

2011-05-30abs ↗pdf ↗

Sharp gradient estimates for positive Ricci curvature manifolds.

problem Understanding geometric properties of manifolds with positive Ricci curvature.
method Proving sharp gradient estimates and monotonicity formulae.
result Sharp gradient estimates and monotonicity formulae for positive Ricci curvature manifolds.

Some observations about the local and global generality of gradient Kahler Ricci solitons are made, including the existence of a canonically associated holomorphic volume form and vector field, the local generality of solutions with a prescribed holomorphic volume form and vector field, and the existence of Poincare co…

2004-07-27abs ↗pdf ↗

For primes pp, we investigate an Fp\mathbb{F}_p-version of simplicial volume and compare these invariants with their siblings over other coefficient rings. We will also consider the associated gradient invariants, obtained by stabilisation along finite coverings. Throughout, we will discuss the relation between such s…

2018-08-28abs ↗pdf ↗

Study of ends of complete gradient Schouten solitons, showing finitely many ends for shrinking and connected infinity for expanding ones.

problem Characterizing the ends of complete gradient Schouten solitons.
method Analysis of ends without additional assumptions, focusing on shrinking and expanding cases.
result Finitely many ends for shrinking Schouten solitons and connected infinity for expanding ones.

In this paper we derive a precise estimate on the growth of potential functions of complete noncompact shrinking solitons. Based on this, we prove that a complete noncompact gradient shrinking Ricci soliton has at most Euclidean volume growth. The latter result can be viewed as an analog of the well-known theorem of Bi…

2009-03-23abs ↗pdf ↗

In this paper, we have proved that if a complete conformally flat gradient shrinking Ricci soliton has linear volume growth or the scalar curvature is finitely integrable and also the reciprocal of the potential function is subharmonic, then the manifold is isometric to the Euclidean sphere. As a consequence, we have s…

2020-02-06abs ↗pdf ↗

Proves volume comparison and monotonicity for Bakry-Émery Ricci curvature.

problem Volume comparison and monotonicity for Bakry-Émery Ricci curvature.
method Relative volume comparison theorem for LPL^P-bound of Bakry-Émery Ricci curvature and gradient of potential function.
result Modified proof for volume comparison and monotonicity of Kähler-Ricci flow.

Study on Einstein solitons with bounds and asymptotic behavior.

problem Understanding the properties of Einstein solitons.
method Computed lower bounds for scalar curvature, established asymptotic behavior, proved finiteness of fundamental group and weighted volume.
result Established finiteness of fundamental group and weighted volume for gradient shrinking Einstein solitons.

Given a closed Riemannian manifold of dimension nn and a Morse-Smale function, there are finitely many nn-part broken trajectories of the negative gradient flow. We show that if the manifold admits a hyperbolic metric, then the number of nn-part broken trajectories is always at least the hyperbolic volume. The proof…

2015-06-15abs ↗pdf ↗

Paper finds critical metrics with pinched curvature are geodesic balls.

problem Identifying critical metrics with specific curvature constraints.
method Proved isometry to geodesic balls in S^n and provided conditions for the gradient of the potential function.
result Critical metrics with pinched curvature are isometric to geodesic balls in S^n.

In this short paper, we re-derive the Bochner formula for the Laplacian by considering local variations of volume. The derivation is rooted in the fact that the Laplacian of a function measures the volume variation along the flow of the gradient vector of the function. Possible extensions of this approach/technique are…

2013-06-17abs ↗pdf ↗

To a complex projective structure ΣΣ on a surface, Thurston associates a locally convex pleated surface. We derive bounds on the geometry of both in terms of the norms φΣ\|φ_Σ\|_\infty and φΣ2\|φ_Σ\|_2 of the quadratic differential φΣφ_Σ of ΣΣ given by the Schwarzian derivative of the associated locally univalent map.…

2017-04-20abs ↗pdf ↗

The paper studies volume and area comparisons in non-compact 3-manifolds with non-negative scalar curvature.

problem Volume and area comparisons in non-compact 3-manifolds with non-negative scalar curvature.
method Gradient integral estimates and level set analysis.
result Sharp volume and area comparisons derived from a gradient integral estimate.

We survey some of the recent progress on complete gradient shrinking Ricci solitons, including the classifications in dimension three and asymptotic behavior of potential functions as well as volume growths of geodesic balls in higher dimensions. This article is written for the conference proceedings dedicated to Yau's…

2009-03-23abs ↗pdf ↗

We prove that if the fundamental group of an orientable finite volume hyperbolic 3-manifold has finite index in the reflection group of a right-angled ideal polyhedra in H3\mathbb{H}^3 then it has a co-final tower of finite sheeted covers with positive rank gradient. The manifolds we provide are also known to have co-f…

2011-02-21abs ↗pdf ↗

New study shows neural networks can generalize without gradient descent, especially in deep settings.

problem Whether neural networks need gradient descent for generalization.
method Theoretical study of matrix factorization with linear and non-linear activation, comparing gradient descent to Guess & Check.
result Generalization under Guess & Check deteriorates with increasing width but improves with depth, challenging conventional wisdom.