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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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53105158210 · Jun 202019922001200920172026
48 results for Group Quantization

In the paper we investigate a method of quantization based on the concept of positive definite kernel on a principal GG-bundle with compact structural group G. For G=U(1) our approach leads to Kostant-Souriau geometric quantization as well as to coherent state method of quantization. So, the theory proposed here can b…

2011-10-17abs ↗pdf ↗

Quantization and reduction studied for CR manifolds with group actions.

problem Quantization and reduction for CR manifolds with group actions.
method Consider a compact torsion free CR manifold XX with a GG-equivariant rigid CR line bundle LL. The high tensor powers of LL are studied, and a weighted GG-invariant Fourier-Szegő operator projects onto the space of GG-invariant CR sections.
result Quantization commutes with reduction for sufficiently high tensor powers of the line bundle.

For any Lie groupoid GG, the vector bundle gg^* dual to the associated Lie algebroid gg is canonically a Poisson manifold. The (reduced) C*-algebra of GG (as defined by A. Connes) is shown to be a strict quantization (in the sense of M. Rieffel) of gg^*. This is proved using a generalization of Weyl's quantization…

1999-03-23abs ↗pdf ↗

In this paper we introduce the concept of Hamiltonian system in the canonical and Poisson settings. We will discuss the quantization of the Hamiltonian systems in the Poisson context, using formal deformation quantization and quantum group theories.

2015-02-26abs ↗pdf ↗

This work is a contribution to the area of Strict Quantization (in the sense of Rieffel) in the presence of curvature and non-Abelian group actions. More precisely, we use geometry to obtain explicit oscillatory integral formulae for strongly invariant strict deformation quantizations of a class of solvable symplectic …

2000-10-01abs ↗pdf ↗

Geometric quantization for specific symplectic structures proved.

problem Quantization of specific symplectic structures.
method Geometric quantization for constant rank presymplectic structures with Riemannian null foliation.
result Quantization-commutes-with-reduction theorem proved in this context.

Many mathematical models of physical phenomena that have been proposed in recent years require more general spaces than manifolds. When taking into account the symmetry group of the model, we get a reduced model on the (singular) orbit space of the symmetry group action. We investigate quantization of singular spaces o…

2008-02-26abs ↗pdf ↗

We consider the pair of degenerate compatible antibrackets satisfying a generalization of the axioms imposed in the triplectic quantization of gauge theories. We show that this actually encodes a Lie group structure, with the antibrackets being related to the left- and right- invariant vector fields on the group. The s…

1999-01-12abs ↗pdf ↗

Let G be a compact, simply connected Lie group. We develop a `quantization functor' from pre-quantized quasi-Hamiltonian G-spaces at level k to the fusion ring (Verlinde algebra) R_k(G). The quantization Q(M) is defined as a push-forward in twisted equivariant K-homology. It may be computed by a fixed point formula, si…

2010-08-06abs ↗pdf ↗

A G-equivariant spin^c structure on a manifold gives rise to a virtual representation of the group G, called the spin^c quantization of the manifold. We present a cutting construction for S^1-equivariant spin^c manifolds, and show that the quantization of the original manifold is isomorphic to the direct sum of the qua…

2007-08-08abs ↗pdf ↗

The standard (Berezin-Toeplitz) geometric quantization of a compact Kaehler manifold is restricted by integrality conditions. These restrictions can be circumvented by passing to the universal covering space, provided that the lift of the symplectic form is exact. I relate this construction to the Baum-Connes assembly …

2003-04-17abs ↗pdf ↗

Efficient decentralized learning framework reduces communication costs.

problem Efficiently solve optimization problems in distributed learning networks.
method Censored and Quantized Generalized GADMM (CQ-GGADMM) framework.
result Achieves linear convergence rate under strong convexity assumptions.

Adler had shown in 1979 that the Toda system can be given a coad- joint orbit description. We quantize the Toda system by viewing it as a single orbit of a multiplicative group of lower triangular matrices of determinant one with pos- itive diagonal entries. We get a unitary representation of the group with square inte…

2016-12-09abs ↗pdf ↗

Deformation quantization yields a new moment map on symplectic diffeomorphisms.

problem Formalizing moment maps on diffeomorphism groups of symplectic manifolds.
method Deformation quantization framework applied to extrmDiff0(M) extrm{Diff}_0(M).
result Obtained a deformation of the Donaldson moment map.

Smooth approximations of Kähler-Ricci solitons found using quantized metrics and Futaki invariants.

problem Finding smooth approximations of Kähler-Ricci solitons on Fano manifolds.
method Using semiclassical estimates and quantized Futaki invariants to extend a strategy from Donaldson and Tian-Zhu.
result Smooth approximations of Kähler-Ricci solitons can be found as quantized metrics.

Study quantized SL2-character variety of a once-punctured torus, finding three Coulomb branch isomorphisms.

problem Understanding the structure of quantized SL2-character variety of a once-punctured torus.
method Analyzing the quantized algebra and its subalgebras isomorphic to Coulomb branches.
result Three Z2\mathbb{Z}_2-invariant subalgebras of the quantized algebra are isomorphic to Coulomb branches.

This thesis introduces the notion of "relative gerbes" for smooth maps of manifolds, and discusses their differential geometry. The equivalence classes of relative gerbes are classified by the relative integral cohomology in degree three. Furthermore, by using the concept of relative gerbes, the pre-quantization of Lie…

2005-05-12abs ↗pdf ↗

We apply the geometric quantization method with real polarizations to the quantization of a symplectic torus. By quantizing with half-densities we canonically associate to the symplectic torus a projective Hilbert space and prove that the projective factor is expressible in terms of the Maslov-Kashiwara index. As in th…

1996-09-30abs ↗pdf ↗

For a possibly singular subset of a regular Poisson manifold we construct a deformation quantization of its algebra of Whitney functions. We then extend the construction of a deformation quantization to the case where the underlying set is a subset of a not necessarily regular Poisson manifold which can be written as t…

2013-10-23abs ↗pdf ↗

In the framework of geometric quantization we extend the Bohr-Sommerfeld rules to a full quantization theory which resembles Heisenberg's matrix theory. This extension is possible because Bohr-Sommerfeld rules not only provide an orthogonal basis in the space of quantum states, but also give a lattice structure to this…

2012-07-05abs ↗pdf ↗

This paper compresses neural networks by permuting and quantizing weights.

problem Efficiently compressing large neural networks for resource-constrained platforms.
method Permuting and quantizing weights, connecting to rate-distortion theory, and using annealed quantization.
result Significant compression with minimal accuracy loss, e.g., 40-70% reduction in gap with uncompressed model.

Inverse metric matrices on Siegel-Jacobi spaces are calculated for Berezin quantization.

problem Calculating inverse metric matrices on Siegel-Jacobi spaces.
method Inversion of metric matrices on XnJ{\mathcal{X}}^J_n and ildeXnJ ilde{\mathcal{X}}^J_n.
result Explicit calculations of inverse metric matrices for n=2n=2.

Quantum theory of curved tetrahedrons yields quantum group intertwiners.

problem Quantum geometry of curved tetrahedrons and their intertwiners.
method Combinatorial quantization of tetrahedron phase space, relating to SU(2) flat connections.
result Physical Hilbert space coincides with Uq(su(2)) intertwiners, consistent with LQG area spectrum.

Develops Hamiltonian quantization for complex Chern-Simons theory at even level k.

problem Quantum holonomies and representation theory in complex Chern-Simons theory.
method Combinatorial quantization and operator algebra construction.
result Physical Hilbert space identified and Fenchel-Nielsen representation demonstrated.

We revisit the subject of perturbatively quantizing the nonlinear sigma model in two dimensions from a rigorous, mathematical point of view. Our main contribution is to make precise the cohomological problem of eliminating potential anomalies that may arise when trying to preserve symmetries under quantization. The sym…

2014-08-19abs ↗pdf ↗

Quantization of (-1)-shifted derived Poisson manifolds via BV-infinity operators.

problem Quantizing (1)(-1)-shifted derived Poisson manifolds.
method Using BV-infinity operators on the space of Berezinian half-densities, proving quantization via lifting of Maurer-Cartan elements.
result Quantization of (1)(-1)-shifted derived Poisson manifolds is equivalent to the vanishing of the second Poisson cohomology group.

Verma Howe duality connects tensor products of Verma modules to LKB representations.

problem Understanding the relationship between tensor products of Verma modules and LKB representations.
method Established a quantized version of Verma Howe duality and used it to prove the simplicity of LKB representations.
result LKB representations arise from the quantized Verma Howe duality and are shown to be simple modules.

Let GG be a compact connected Lie group acting on a stable complex manifold MM with equivariant vector bundle EE. Besides, suppose φφ is an equivariant map from MM to the Lie algebra g\mathfrak{g}. We can define some equivalence relation on the triples (M,E,φ)(M, E, φ) such that the set of equivalence classes form an …

2012-06-23abs ↗pdf ↗

We formulate a quantization commutes with reduction principle in the setting where the Lie group GG, the symplectic manifold it acts on, and the orbit space of the action may all be noncompact. It is assumed that the action is proper, and the zero set of a deformation vector field, associated to the momentum map and a…

2013-09-26abs ↗pdf ↗

We prove a bubble-neck decomposition together with an energy quantization result for sequences of Willmore surfaces into an arbitrary euclidian space with uniformly bounded energy and non-degenerating conformal type. We deduce the strong compactness of Willmore closed surfaces of a given genus modulo the Möbius group a…

2011-06-19abs ↗pdf ↗