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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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53106158211 · May 202619922001200920172026
48 results for toric exponential families

This work shows all conformally Kähler, Ricci-flat toric metrics on non-compact surfaces are known families.

problem Characterize all conformally Kähler, Ricci-flat toric metrics on non-compact surfaces.
method Unified construction using axi-symmetric harmonic functions and methods from scalar-flat Kähler metrics.
result All such metrics are ALF and belong to known families.

We study finite energy classes of quasiplurisubharmonic (qpsh) functions in the setting of toric compact K{ä}hler manifolds. We characterize toric qpsh functions and give necessary and sufficient conditions for them to have finite (weighted) energy, both in terms of the associated convex function in R n , and through t…

2018-04-10abs ↗pdf ↗

Overview of integrable systems with symmetries, focusing on toric and semitoric systems.

problem Classifying and understanding integrable systems with symmetries.
method Using decorated polygons and controlled bifurcations in one-parameter families of systems.
result Construction of explicit semitoric systems with prescribed invariants.

A theorem of E.Lerman and S.Tolman, generalizing a result of T.Delzant, states that compact symplectic toric orbifolds are classified by their moment polytopes, together with a positive integer label attached to each of their facets. In this paper we use this result, and the existence of "global" action-angle coordinat…

2001-05-14abs ↗pdf ↗

The paper studies a generalized Pythagorean theorem on dually flat spaces via toric geometry.

problem Understanding the geometry of dually flat spaces and their toric Kähler manifolds.
method Introducing a dually flat structure and Bregman divergence on the boundary of toric Kähler manifolds.
result A continuity and generalized Pythagorean theorem for the divergence on the boundary.

We prove the longtime existence and convergence of the Calabi flow on toric Fano surfaces in a large family of Kahler classes where the class has positive extremal Hamiltonian potential and the initial Calabi energy is bounded by some constant. This is an extension of our previous work. We use the toric condition in a …

2008-07-25abs ↗pdf ↗

We construct a new family of toric manifolds generating the unitary bordism ring. Each manifold in the family is the complex projectivisation of the sum of a line bundle and a trivial bundle over a complex projective space. We also construct a family of special unitary quasitoric manifolds which contains polynomial gen…

2014-12-16abs ↗pdf ↗

The paper constructs toric vector bundles using spectral networks and non-abelianization.

problem Understanding how holomorphic vector bundles arise from spectral networks and non-abelianization.
method Constructing toric vector bundles on complete toric surfaces via spectral networks and non-abelianization.
result The moduli space of rank 2 toric vector bundles over toric surfaces admits an AA-type X\mathcal{X}-cluster structure.

The paper proves a precise SYZ conjecture for toric Calabi-Yau manifolds with singular fibers.

problem Proving the SYZ conjecture for Calabi-Yau manifolds with singular fibers.
method Using family Floer mirror construction and Gross Lagrangian fibration.
result The dual singular fibration is compatible with the family Floer mirror construction.

Kähler-Einstein metrics on toric submanifolds cannot be induced by projective immersions.

problem Characterizing Kähler-Einstein metrics induced by projective immersions.
method Analyzing four families of symmetric and non-symmetric toric Fano manifolds.
result Kähler-Einstein metrics on toric submanifolds cannot be induced by projective immersions.

In [11] it was proved that, given a compact toric Sasaki manifold of positive basic first Chern class and trivial first Chern class of the contact bundle, one can find a deformed Sasaki structure on which a Sasaki-Einstein metric exists. In the present paper we first prove the uniqueness of such Einstein metrics on com…

2007-01-04abs ↗pdf ↗

The paper proves spectral convergence for a specific type of geometric quantization.

problem Spectral convergence of \overline{\partial}-Laplacians on toric symplectic manifolds.
method Study of a family of compatible complex structures converging to the large complex structure limit.
result Spectral convergence of \overline{\partial}-Laplacians acting on LkL^k.

Abstract: Generalizes stability theories over toric varieties and Novikov type rings.

problem Stability theories over toric varieties and Novikov type base.
method Generalization of stability theories to families over toric varieties and their analytic analogues.
result Established properness of moduli of Calabi-Yau cones and Kahler-Ricci solitons.

In this paper we show that any good toric contact manifold has well defined cylindrical contact homology and describe how it can be combinatorially computed from the associated moment cone. As an application we compute the cylindrical contact homology of a particularly nice family of examples that appear in the work of…

2010-05-20abs ↗pdf ↗

In this paper we investigate a family of Hamiltonian-minimal Lagrangian submanifolds in Cm{\mathbb C}^m, CPm{\mathbb C}P^m and other symplectic toric manifolds constructed from intersections of real quadrics. In particular, we explain the nature of this phenomenon by proving H-minimality in a more conceptual way, and pr…

2013-07-30abs ↗pdf ↗

Paper introduces kernel deformed exponential families for sparse continuous attention.

problem Creating efficient attention mechanisms for sparse data.
method Developed kernel deformed exponential families, theoretically and experimentally.
result Kernel deformed exponential families can attend to multiple compact regions of data.

Study of Hermitian structures on toric suspensions of balanced manifolds.

problem Exploring Hermitian structures on specific types of manifolds.
method Analysis of toric suspensions of Calabi-Yau and hyperkähler manifolds under holomorphic automorphisms.
result Suspensions of hyperkähler manifolds do not admit certain Hermitian metrics.

Recently Guillemin gave an explicit combinatorial way of constructing "toric" Kahler metrics on (symplectic) toric varieties, using only data on the moment polytope. In this paper, differential geometric properties of these metrics are investigated using Guillemin's construction. In particular, a nice combinatorial for…

1997-11-19abs ↗pdf ↗

Let (X,P)(X, P) be a toric variety. In this note, we show that the C0C^0-norm of the Calabi flow φ(t)\varphi(t) on XX is uniformly bounded in [0,T)[0, T) if the Sobolev constant of φ(t)\varphi(t) is uniformly bounded in [0,T)[0, T). We also show that if (X,P)(X, P) is uniform KK-stable, then the modified Calabi flow converges expone…

2014-06-25abs ↗pdf ↗

In a recent paper Donaldson explains how to use an older construction of Joyce to obtain four dimensional local models for scalar-flat Kahler metrics with a 2-torus symmetry. Using this idea, he recovers and generalizes the Taub-NUT metric by including it in a new family of complete scalar-flat toric Kahler metrics. In…

2009-10-28abs ↗pdf ↗

We show that by taking a certain scaling limit of a Euclideanised form of the Plebanski-Demianski metrics one obtains a family of local toric Kahler-Einstein metrics. These can be used to construct local Sasaki-Einstein metrics in five dimensions which are generalisations of the Y^{p,q} manifolds. In fact, we find that…

2005-05-03abs ↗pdf ↗

Exponential family distributions are highly useful in machine learning since their calculation can be performed efficiently through natural parameters. The exponential family has recently been extended to the t-exponential family, which contains Student-t distributions as family members and thus allows us to handle noi…

2017-05-25abs ↗pdf ↗

The study explores generalized divergences and exponential families with a focus on sufficient conditions and laws of large numbers.

problem Generalization of Kullback-Leibler divergence and exponential families.
method Investigation of (h,τ)(h,τ)-divergence and (h,τ)(h,τ)-exponential families, definition of (h,τ)(h,τ)-dependence, proof of law of large numbers.
result Sufficient condition for (h,τ)(h,τ)-divergence to induce Hessian structure on (h,τ)(h,τ)-exponential family, proof of law of large numbers.

Generalizes moment-matching for exponential families with conditioning or hidden data.

problem Generalizing moment-matching conditions for exponential families with conditioning or hidden data.
method First-principles explanation and self-contained derivation of generalized moment-matching conditions.
result Derives generalized moment-matching conditions for conditional exponential families and hidden data.

Correspondence found between exponential families and affine Grassmannians.

problem Understanding the relationship between exponential families and geometric structures.
method Established a one-to-one correspondence between exponential families and affine Grassmannians.
result Found a correspondence between minimal exponential families and affine Grassmannians.