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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.

168,695 papers · 148 categories

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62124185247 · May 202619922001200920172026
48 results for local equivariance

In this paper, we provide a concrete interpretation of equivariant Reidemeister torsion and demonstrate that Bismut-Zhang's equivariant Cheeger-Müller theorem simplifies considerably when applied to locally symmetric spaces. In a companion paper, this allows us to extend recent results on torsion cohomology growth and …

2013-12-09abs ↗pdf ↗

The Witten class is derived from equivariant cohomology of a conformal loop space.

problem Deriving the Witten class using equivariant cohomology.
method Applying equivariant localization formula to a conformal loop space.
result The Witten class is obtained from the conformal loop space.

We prove a localization formula for group-valued equivariant de Rham cohomology of a compact G-manifold. This formula is a non-trivial generalization of the localization formula of Berline-Vergne and Atiyah-Bott for the usual equivariant de Rham cohomology. As an application, we obtain a version of the Duistermaat-Heck…

1999-05-20abs ↗pdf ↗

Proposes SE(3) equivariant graph neural networks with local frames for efficient geometric approximation.

problem Equivariance in deep learning for arbitrary transformations, especially in physics.
method Introduces SE(3) equivariant graph neural networks with complete local frames to efficiently approximate geometric quantities.
result Achieves best or competitive performance in Newton mechanics modeling and equilibrium molecule conformation generation.

LEAPS samples discrete distributions via CTMCs and locally equivariant networks.

problem Sampling from discrete distributions with known normalization.
method Continuous-time Markov chain, locally equivariant functions, attention layers, convolutional networks.
result LEAPS minimizes the variance of importance weights, improving sampling efficiency.

We give two generalizations of the Atiyah-Bott-Berline-Vergne localization theorem for the equivariant cohomology of a torus action: 1) replacing the torus action by a compact connected Lie group action, 2) replacing the manifold having a torus action by an equivariant map. This provides a systematic method for calcula…

2003-09-04abs ↗pdf ↗

In this paper, we first define the equivariant infinitesimal ηη-form, then we compare it with the equivariant ηη-form, modulo exact forms, by a locally computable form. As a consequence, we obtain the singular behavior of the equivariant ηη-form, modulo exact forms, as a function on the acting Lie group. This result…

2018-08-13abs ↗pdf ↗

The study examines how weight sharing, equivariance, and locality affect the sample complexity of neural networks.

problem Understanding the impact of design choices on the generalization error of neural networks.
method Statistical learning theory applied to single hidden layer networks with weight sharing, equivariance, and locality.
result Lower and upper bounds for sample complexity are derived, showing that locality has benefits but comes with a trade-off.

LLoCa makes any network Lorentz-equivariant, achieving high accuracy and efficiency.

problem Limitations of specialized layers in Lorentz-equivariant neural networks.
method LLoCa framework using local reference frames and geometric message passing.
result Models achieve competitive and state-of-the-art accuracy on particle physics tasks.

In this paper, we prove equivariant Morse inequalities via Bismut-Lebeau's analytic localization techniques. As an application, we obtain Morse inequalities on compact manifold with nonempty boundary by applying equivariant Morse inequalities to the doubling manifold.

2012-05-15abs ↗pdf ↗

New rigidity results for complex and quaternionic moment-angle manifolds.

problem Equivariant topological rigidity of complex and quaternionic moment-angle manifolds.
method Reduction to equivariant rigidity of quasitoric (or quoric) quotients and principal bundles.
result Full equivariant rigidity for manifolds with four-dimensional quoric quotients and primary rigidity for higher dimensions.

Let G be a compact Lie group. Let M be a smooth G-manifold and V --> M be an oriented G-equivariant vector bundle. One defines the spaces of equivariant forms with generalized coefficients on V and M. An equivariant Thom form θθ on V is a compactly supported closed equivariant form such that its integral along the fib…

2004-02-04abs ↗pdf ↗

A 2-torus manifold is a closed smooth manifold of dimension nn with an effective action of a 2-torus group (Z2)n(\Z_2)^n of rank nn, and it is said to be locally standard if it is locally isomorphic to a faithful representation of (Z2)n(\Z_2)^n on Rn\R^n. This paper studies the equivariant classification of locally standar…

2008-02-16abs ↗pdf ↗

We prove an analogue of the Atiyah-Bott-Berline-Vergne localization formula in the setting of equivariant basic cohomology of KK-contact manifolds. As a consequence, we deduce analogues of Witten's nonabelian localization and the Jeffrey-Kirwan residue formula, which relate equivariant basic integrals on a contact man…

2017-03-01abs ↗pdf ↗

We present a simple proof of a precise version of the localization theorem in equivariant cohomology. As an application, we describe the cohomology algebra of any compact symplectic variety with a multiplicity-free action of a compact Lie group. This applies in particular to smooth, projective spherical varieties.

1997-11-07abs ↗pdf ↗

We give an explicit geometric formula for the twisted orbital integrals using the method of the hypoelliptic Laplacian developed by Bismut. Combining with the twisted trace formula, we can evaluate the equivariant trace of the heat operators of the Laplacians on a compact locally symmetric space. In particular, we revi…

2019-10-24abs ↗pdf ↗

Characterizes a specific type of neural network for alternating group equivariance.

problem Understanding and characterizing neural networks with alternating group equivariance.
method Characterization of all possible AnA_n-equivariant neural networks using tensor powers of Rn\mathbb{R}^{n}.
result Found a basis of matrices for learnable, linear AnA_n-equivariant layer functions.

Let MM be a compact Riemannian manifold endowed with an isometric action of a compact Lie group. The method of the Witten deformation is used to compute the virtual representation-valued equivariant index of a transversally elliptic, first order differential operator on MM. The multiplicities of irreducible represent…

2006-10-04abs ↗pdf ↗

We prove an equivariant version of the local splitting theorem for tame Poisson structures and Poisson actions of compact Lie groups. As a consequence, we obtain an equivariant linearization result for Poisson structures whose transverse structure has semisimple linear part of compact type.

2005-10-25abs ↗pdf ↗

We investigate an equivariant generalization of Morse theory for a general class of integrable models. In particular, we derive equivariant versions of the classical Poincaré-Hopf and Gauss-Bonnet-Chern theorems and present the corresponding path integral generalizations. Our approach is based on equivariant cohomology…

1994-06-13abs ↗pdf ↗

Derives Fredholm criteria for isotypical components from a Simonenko principle.

problem Finding Fredholm conditions for isotypical components of invariant pseudodifferential operators.
method General Simonenko's local principle and equivariant local principle for restriction to isotypical components.
result Full proof of equivariant local principle and extension of results.

Let M be a manifold carrying the action of a Lie group G, and A a Lie algebroid on M equipped with a compatible infinitesimal G-action. Out of these data we construct an equivariant Lie algebroid cohomology and prove for compact G a related localization formula. As an application we prove a Bott-type formula.

2005-06-20abs ↗pdf ↗

Paper classifies pseudomanifolds over stratified spaces.

problem Classifying pseudomanifolds over stratified spaces.
method Introducing locally standard TT-pseudomanifolds and using characteristic data.
result Locally standard TT-pseudomanifolds over topological stratified pseudomanifolds are classified by their characteristic data.

In this paper, we obtain a localization formula in differential K-theory for S1S^1-action. Then by combining an extension of Goette's result on the comparison of two types of equivariant ηη-invariants, we establish a version of localization formula for equivariant ηη-invariants. An important step of our approach is t…

2018-08-10abs ↗pdf ↗

We consider locally conformal Kaehler geometry as an equivariant (homothetic) Kaehler geometry: a locally conformal Kaehler manifold is, up to equivalence, a pair (K,Γ) where K is a Kaehler manifold and Γa discrete Lie group of biholomorphic homotheties acting freely and properly discontinuously. We define a new invari…

2005-02-28abs ↗pdf ↗

We develop a Chern-Weil theory for compact Lie group action whose generic stabilizers are finite in the framework of equivariant cohomology. This provides a method of changing an equivariant closed form within its cohomological class to a form more suitable to yield localization results. This work is motivated by our w…

1998-04-29abs ↗pdf ↗

Enhances graph neural networks with structural message-passing for better generalization.

problem Limited representation power and inability to learn basic graph topological properties.
method Proposes a framework that includes a one-hot encoding of nodes and parametrized message and update functions ensuring permutation equivariance.
result Achieves state-of-the-art results on molecular graph regression on the ZINC dataset.

We define the category of manifolds with extended tangent bundles, we study their symmetries and we consider the analogue of equivariant cohomology for actions of Lie groups in this category. We show that when the action preserves the splitting of the extended tangent bundle, our definition of extended equivariant coho…

2006-08-13abs ↗pdf ↗