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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.

168,657 papers · 148 categories

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164328491655 · Jun 202019922001200920172026
48 results for gauge functions

Harmonic gauge simplifies geometric analysis of Riemannian metrics.

problem Analyzing the Hilbert-Einstein functional and its stability.
method Developed a harmonic gauge to eliminate divergence terms and induce elliptic structure.
result Positivity of curvature operator implies spectral stability of the functional.

Study connects Gaussian processes and regularization for sequence-function mappings.

problem Understanding and interpreting sequence-function maps in biology.
method Relates Gaussian process priors, regularization, and gauge fixing in overparameterized weight space.
result Established the relationship between regularized regression and Gaussian processes in function space.

We study some graded geometric constructions appearing naturally in the context of gauge theories. Inspired by a known relation of gauging with equivariant cohomology we generalize the latter notion to the case of arbitrary Q-manifolds introducing thus the concept of equivariant Q-cohomology. Using this concept we desc…

2014-11-17abs ↗pdf ↗

Study of U(1)U(1) gauge theories on G2G_2 manifolds, including instantons and Chern-Simons.

problem Investigate U(1)U(1) gauge theories on G2G_2 manifolds.
method Analyze U(1)U(1)-Yang-Mills and higher-order U(1)U(1)-Chern-Simons theories on G2G_2 manifolds.
result Emergence of G2G_2 manifolds from anti-self-dual U(1)U(1) instantons and calculation of partition functions.

Local gauge freedom in relativistic quantum mechanics is derived from a measurement principle for space and time. For the Dirac equation, one obtains local U(2,2) gauge transformations acting on the spinor index of the wave functions. This local U(2,2) symmetry allows a unified description of electrodynamics and genera…

1997-03-11abs ↗pdf ↗

Study gauged supergravity, M5-branes, and class R theories, constraining supergravity coefficients and calculating partition functions.

problem Constraints and calculations in higher-derivative supergravity and related theories.
method Holography, Chern-Simons theory, 3d-3d correspondence, wrapped M5-branes.
result Constrained coefficients in supergravity Lagrangian, calculated partition functions for class R theories.

Study of Chern-Simons theory and link invariants using gauge fields and skein relations.

problem Understanding link invariants and their relations to Chern-Simons theory.
method Differential-geometric methods to extend functional integrals and skein relations for Wilson loops.
result Skein relations for link invariants are shown to be related to the Kauffman bracket polynomial and Jones polynomial.

New model calculates Wilson surfaces in higher gauge theory.

problem Calculating Wilson surfaces in higher gauge theory.
method Derived geometric framework, topological coadjoint orbit model, functional integral framework.
result Strong evidence that model underlies Wilson surfaces partition function.

We study the gradient flow lines of a Yang-Mills-type functional on the space of gauged holomorphic maps H(P,X)\mathcal{H}(P,X), where PP is a principal bundle on a Riemann surface ΣΣ and XX is a Kähler Hamiltonian GG-manifold. For compact ΣΣ, possibly with boundary, we prove long time existence of the gradient flow. …

2012-01-09abs ↗pdf ↗

Computing the partition function ZZ of a discrete graphical model is a fundamental inference challenge. Since this is computationally intractable, variational approximations are often used in practice. Recently, so-called gauge transformations were used to improve variational lower bounds on ZZ. In this paper, we pro…

2018-01-05abs ↗pdf ↗

Computing partition function is the most important statistical inference task arising in applications of Graphical Models (GM). Since it is computationally intractable, approximate methods have been used to resolve the issue in practice, where mean-field (MF) and belief propagation (BP) are arguably the most popular an…

2017-03-03abs ↗pdf ↗

In this paper we introduce and study some mathematical structures on top of transitive Lie algebroids in order to formulate gauge theories in terms of generalized connections and their curvature: metrics, Hodge star operator and integration along the algebraic part of the transitive Lie algebroid (its kernel). Explicit…

2012-05-30abs ↗pdf ↗

In this paper we consider the field equations for linearized gravity and other integer spin fields on the Kerr spacetime, and more generally on spacetimes of Petrov type D. We give a derivation, using the GHP formalism, of decoupled field equations for the linearized Weyl scalars for all spin weights and identify the g…

2010-09-28abs ↗pdf ↗

The gauge principle is at the heart of a good part of fundamental physics: Starting with a group G of so-called rigid symmetries of a functional defined over space-time Sigma, the original functional is extended appropriately by additional Lie(G)-valued 1-form gauge fields so as to lift the symmetry to Maps(Sigma,G). P…

2014-03-31abs ↗pdf ↗

The correlation functions of supersymmetric gauge theories on a four-manifold X can sometimes be expressed in terms of topological invariants of X. We show how the existence of superconformal fixed points in the gauge theory can provide nontrivial information about four-manifold topology. In particular, in the example …

1998-12-07abs ↗pdf ↗

We study the propagation of bosonic strings in singular target space-times. For describing this, we assume this target space to be the quotient of a smooth manifold MM by a singular foliation F{\cal F} on it. Using the technical tool of a gauge theory, we propose a smooth functional for this scenario, such that the p…

2016-08-10abs ↗pdf ↗

The path integral for the partition function of Chern-Simons gauge theory with a compact gauge group is evaluated on a general Seifert 3-manifold. This extends previous results and relies on abelianisation, a background field method and local application of the Kawasaki Index theorem.

2018-12-28abs ↗pdf ↗

This paper approximates SU(2) Chern-Simons theory using finite group gauge theories.

problem Approximating SU(2) Chern-Simons theory with finite group gauge theories.
method Comparing Witten-Reshetikhin-Turaev and Dijkgraaf-Witten invariants on closed 3-manifolds.
result The asymptotics of the DW theory recovers the leading asymptotics of the CS theory at large level.

Signed-permutation coordinate transport improves model alignment across checkpoints.

problem Improper alignment of coordinate-indexed objects across model checkpoints.
method Introduces sign-marginalized Hungarian matching and coordinate-preserving transport.
result Recovering signed-permutation gauge improves coordinate alignment and model performance.

We propose a dictionary between geometry of triangulated 3-manifolds and physics of three-dimensional N=2 gauge theories. Under this duality, standard operations on triangulated 3-manifolds and various invariants thereof (classical as well as quantum) find a natural interpretation in field theory. For example, independ…

2011-08-22abs ↗pdf ↗

Given a J-holomorphic Morse function on a symplectic manifold, a new construction of the Fukaya-Seidel category is outlined. Applying this construction in an infinite dimensional case, a Fukaya-Seidel-type category is associated to a smooth three-manifold. In this case the construction is based on a five-dimensional ga…

2010-10-12abs ↗pdf ↗

The paper studies gauge fields on coherent sheaves and their Yang-Mills properties.

problem Analyzing gauge fields on coherent sheaves and their Yang-Mills properties.
method Defined necessary and sufficient conditions for Yang-Mills fields, introduced cohomology classes, and analyzed holomorphic and meromorphic gauge fields.
result Existence of curves of Yang-Mills fields connecting vacuum states on bundles over the torus T2T^2.

There are two families of Donaldson invariants for the complex projective plane, corresponding to the SU(2)-gauge theory and the SO(3)-gauge theory with non-trivial Stiefel-Whitney class. In 1997 Moore and Witten conjectured that the regularized u-plane integral on the complex projective plane gives the generating func…

2012-09-12abs ↗pdf ↗

The paper provides formulas linking knot invariants to deformation quantization.

problem Deformation quantization of the space of connections on a 2-manifold.
method Using Chern-Simons gauge theory in 3D, the paper derives explicit formulas for star products.
result Explicit formulas connect knot invariants to deformation quantization and gauge theory.

Physics-inspired methods optimize SVD compression of LLMs.

problem Efficiently compressing large language models (LLMs) using SVD.
method FermiGrad for globally optimal rank selection and PivGa for lossless compression.
result Global optimization of SVD ranks and lossless compression of low-rank factors.

We survey several mathematical developments in the holonomy approach to gauge theory. A cornerstone of this approach is the introduction of group structures on spaces of based loops on a smooth manifold, relying on certain homotopy equivalence relations -- such as the so-called thin homotopy -- and the resulting interp…

2019-04-24abs ↗pdf ↗

A classic theorem in the theory of connections on principal fiber bundles states that the evaluation of all holonomy functions gives enough information to characterize the bundle structure (among those sharing the same structure group and base manifold) and the connection up to a bundle equivalence map. This result and…

2011-01-20abs ↗pdf ↗

Solves Einstein vacuum equations gluing problem for close Minkowski data.

problem Solving the characteristic gluing problem for Einstein vacuum equations.
method Derived infinite-dimensional and 10-dimensional gauge-dependent and gauge-invariant charges; constructed null lapse function and conformal geometry.
result Obstructions to gluing problem are gauge-dependent charges, modulo gauge-invariant charges.

In 1948 Feynman introduced functional integration. Long ago the problematic aspect of measures in the space of fields was overcome with the introduction of volume elements in Probability Space, leading to stochastic formulations. More recently Cartier and DeWitt-Morette focused on the definition of a proper integration…

2018-12-10abs ↗pdf ↗

Lie algebroid Yang-Mills theories are a generalization of Yang-Mills gauge theories, replacing the structural Lie algebra by a Lie algebroid E. In this note we relax the conditions on the fiber metric of E for gauge invariance of the action functional. Coupling to scalar fields requires possibly nonlinear representatio…

2009-08-21abs ↗pdf ↗