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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.

168,742 papers · 148 categories

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306090120 · Jun 202019922001200920172026
48 results for equivariant perturbations

New invariants for 3-manifolds derived from equivariant Cerf theory.

problem Existence of perturbative SU(n)SU(n) Casson invariants on integer homology spheres.
method Equivariant Cerf theory for Morse functions, adapted to infinite-dimensional setting.
result Existence and explicit formula for SU(4)SU(4) Casson invariants.

New robustness measure accounts for task-specific symmetries.

problem Traditional robustness measures fail for tasks with inherent symmetries.
method Sound notion of adversarial robustness for equivariant tasks, using randomized smoothing and graph edit distance certificates.
result Provable robustness can be achieved for various tasks with inherent symmetries.

Analyzes string topology operations using Chen's integrals and homotopy transfer.

problem Relating string topology to perturbative Chern-Simons theory.
method Develops integrals over configuration spaces and applies homotopy transfer.
result Intertwines involutive Lie bialgebra structures on homology.

Construct minimal Lagrangian surfaces in complex projective plane via loop group method.

problem Construct minimal Lagrangian immersions from arbitrary Riemann surfaces into complex projective plane.
method Loop group method, perturbed equivariant minimal Lagrangian surfaces, Delaunay cylinders approximation.
result Construct a class of minimal Lagrangian cylinders approximating Delaunay cylinders.

Getzler-Jones-Petrack introduced AA_\infty structures on the equivariant complex for manifold MM with smooth S1\mathbb{S}^1 action, motivated by geometry of loop spaces. Applying Witten's deformation by Morse functions followed by homological perturbation we obtained a new set of AA_\infty structures. We extend and …

2019-01-28abs ↗pdf ↗

In this paper, for a compact Lie group action,we prove the anomaly formula and the functoriality of the equivariant Bismut-Cheeger eta forms with perturbation operators when the equivariant family index vanishes. In order to prove them, we extend the Melrose-Piazza spectral section and its main properties to the equiva…

2016-10-07abs ↗pdf ↗

Stability of specific solitons proven in higher dimensions.

problem Stability of homothetically shrinking Yang-Mills solitons in higher dimensions.
method Heat flow for Yang-Mills connections, small equivariant perturbations, general framework for spectral problems.
result Nonlinear asymptotic stability of the Weinkove solution in higher dimensions.

The study examines how equivariance in networks affects generalization error using PAC-Bayesian bounds.

problem Understanding how equivariance in networks impacts generalization error.
method Utilized PAC-Bayesian analysis for equivariant networks, deriving norm-based bounds for generalization error.
result The bound indicates that using larger group size in the model improves generalization error.

This paper explores the trade-off between spatial and adversarial robustness in neural networks.

problem Understanding the trade-off between spatial and adversarial robustness in neural networks.
method Quantitative analysis and empirical testing with curriculum learning.
result Spatial robustness and adversarial robustness are quantitatively related and can be improved simultaneously.

Stability of singularity formation in Yang-Mills fields in higher dimensions.

problem Stability of self-similar blowup profiles for Yang-Mills equations in (1+d)(1+d)-dimensions.
method Analysis of explicitly known equivariant self-similar blowup solution and small equivariant perturbations.
result Global-in-space asymptotic stability of the self-similar blowup solution for Yang-Mills equations in (1+d)(1+d)-dimensions for d5d \geq 5.

New framework solves string theory's RR-field tadpole cancellation problems.

problem Precise global nature of RR-field tadpole cancellation conditions in string theory.
method Formulated M-theory C-field on flat M-orientifolds using equivariant cohomotopy.
result Equivariant cohomotopy implies anomaly cancellation conditions for M-branes and D-branes.

The goal of this article was the S^1-equivariant transversality-problem and the compactification-problem for the moduli spaces of (perturbed) PU(2)-monopoles. A substantially improved version entitled "Moduli spaces of PU(2)-monopoles (revised version)" which gives simpler, clearer proofs of the transversality results,…

1997-02-07abs ↗pdf ↗

This paper focuses on spectral filters on graphs, namely filters defined as elementwise multiplication in the frequency domain of a graph. In many graph signal processing settings, it is important to transfer a filter from one graph to another. One example is in graph convolutional neural networks (ConvNets), where the…

2019-01-29abs ↗pdf ↗

Our main objective is to demonstrate how homological perturbation theory (HPT) results over the last 40 years immediately or with little extra work give some of the Koszul duality results that have appeared in the last decade. Higher homotopies typically arise when a huge object, e. g. a chain complex defining various …

2004-01-14abs ↗pdf ↗

The paper explores hidden torus symmetries in integrable systems and their stability.

problem Structural stability of singularities in integrable systems.
method Use of hidden torus actions near singular orbits and integrable perturbations.
result Persistence of toric symmetries and structural stability of Kalashnikov's parabolic orbits.

Homotopy equivalent boundaries of cube complexes are studied.

problem The equivalence of different boundaries of cube complexes.
method Using a partial order on a quotient of the Roller boundary, we obtain the simplicial Roller boundary and show homotopy equivalence among the Tits, simplicial, and simplicial Roller boundaries.
result The Tits, simplicial, and simplicial Roller boundaries are homotopy equivalent.

Garoufalidis and Levine defined a filtration for 3-manifolds equipped with some degree 1 map (Zπ\mathbb{Z}π-homology equivalence) to a fixed 3-manifold NN and showed that there is a natural surjection from a space of π=π1Nπ=π_1N-decorated graphs to the graded quotient of the filtration over Z[12]\mathbb{Z}[\frac{1}{2}]. In …

2016-08-30abs ↗pdf ↗

Formula connects knot invariant to Lefschetz number, proving special case for Seifert solids.

problem Establishing a formula relating Miyazawa's knot invariant to Lefschetz number.
method Using monopole Floer homology with Pin(2)-equivariant perturbations and integer coefficients.
result Proves deg=1|\mathrm{deg}|=1 for certain 2-knots in S4S^4 with specific Seifert solid properties.

Formally equates two quantization methods and constructs non-commutative algebras.

problem Equivalence of deformation and geometric quantization methods.
method Symplectic reduction and Lie 2-groupoid quantization.
result Recovery of strict deformation quantizations and non-associative products.

In this paper, we consider the heat flow for Yang-Mills connections on R5×SO(5)\mathbb{R}^5 \times SO(5). In the SO(5)SO(5)-equivariant setting, the Yang-Mills heat equation reduces to a single semilinear reaction-diffusion equation for which an explicit self-similar blowup solution was found by Weinkove \cite{Wei04}. We prove …

2016-04-26abs ↗pdf ↗

Study of invariants on manifolds with boundary involving equivariant spectral flow and η-invariants.

problem Equivariant invariants on manifolds with boundary.
method Analysis of Dirac operators, winding numbers, spectral flow, Maslov indices, and η-invariants.
result Established relation between equivariant η-invariants and Maslov triple indices.

Defines a new homomorphism for strongly invertible knots, proving equivariant algebraic concordance.

problem Equivariant algebraic concordance of strongly invertible knots.
method Defining a homomorphism ΦΦ from equivariant concordance group to a new equivariant algebraic concordance group, proving it lifts known homomorphisms and provides new obstructions.
result Obtains a new obstruction to equivariant sliceness and novel lower bounds on equivariant slice genus.

We define the equivariant holonomy of an invariant connection on a principal U(1)-bundle. The properties of the ordinary holonomy are generalized to the equivariant setting. In particular, equivariant U(1)-bundles with connection are shown to be classified by its equivariant holonomy modulo isomorphisms. We also show t…

2019-05-07abs ↗pdf ↗

New proof for 4D symplectic manifolds: equivariant cohomology determines diffeotype.

problem Determining if 4D symplectic manifolds are diffeomorphic based on their equivariant cohomology.
method Proved that equivariant cohomology rings of Hamiltonian circle actions on 4D symplectic manifolds determine their equivariant diffeotypes.
result Isomorphism of equivariant cohomology rings implies equivariant diffeomorphism for 4D symplectic manifolds.

The paper develops methods for calculating equivariant homology from Morse functions.

problem Calculating equivariant homology from equivariant Morse functions.
method Alter equivariant Morse functions to stable ones, use generic equivariant metrics, and analyze the Morse spectral sequence.
result Equivariant Morse functions induce a filtration that computes equivariant homology.

Efficiently samples and learns densities with symmetries using equivariant methods.

problem Efficiently sampling and learning densities with symmetries.
method Equivariant Stein Variational Gradient Descent (SVGD) and equivariant energy based models.
result Improves and scales up training of energy based models.

Study shows non-equivariant and equivariant non-orientable 4-genus of periodic knots can differ.

problem Exploring differences in non-orientable 4-genus for periodic knots.
method Analyzed p-periodic knots, showing differences in equivariant and non-equivariant non-orientable 4-genus.
result Differences exist in non-equivariant and equivariant non-orientable 4-genus for periodic knots.

In this paper, we establish an infinitesimal equivariant index formula in the noncommutative geometry framework using Greiner's approach to heat kernel asymptotics. An infinitesimal equivariant index formula for odd dimensional manifolds is also given. We define infinitesimal equivariant eta cochains, prove their regul…

2013-07-31abs ↗pdf ↗

Equivariant trisections for group actions on 4-manifolds are introduced and studied.

problem Understanding the equivariant topology of GG-manifolds and their quotients.
method Introducing GG-equivariant trisections and bridge trisections, and establishing their existence for GG-manifolds.
result Any GG-manifold XX admits a GG-equivariant trisection such that a GG-invariant surface S\mathcal{S} is in equivariant bridge trisection position.

This work introduces a method for almost equivariance in neural networks using Lie algebra convolutions.

problem Real-world data often does not conform to strict group equivariances, leading to underperformance in models.
method Definition and practical implementation of almost equivariance through Lie algebra convolutions.
result Demonstrated the validity of the approach through benchmarking against fully equivariant settings.