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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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22446688 · Jun 202019922001200920172026
48 results for tensor categories

We investigate the relationship between the algebra of tensor categories and the topology of framed 3-manifolds. On the one hand, tensor categories with certain algebraic properties determine topological invariants. We prove that fusion categories of nonzero global dimension are 3-dualizable, and therefore provide 3-di…

2013-12-27abs ↗pdf ↗

The paper explores how the unit inclusion affects topological quantum field theories in non-semisimple categories.

problem Understanding the effects of unit inclusion in non-semisimple braided tensor categories on topological quantum field theories.
method Analyzes the dualizability of the unit inclusion morphism in Morita 4-category of braided tensor categories and applies the Cobordism Hypothesis.
result Shows that the unit inclusion in non-semisimple modular categories leads to non-compact relative 3D topological quantum field theories.

We define a symmetric monoidal (4,3)-category with duals whose objects are certain enriched multi-fusion categories. For every modular tensor category C\mathcal{C}, there is a self enriched multi-fusion category C\mathfrak{C} giving rise to an object of this symmetric monoidal (4,3)-category. We conjecture that the e…

2017-04-19abs ↗pdf ↗

Mathematical study supports connection between 3D manifolds and modular tensor categories.

problem Connecting geometric topology and quantum topology using Chern-Simons invariants and Reidemeister torsions.
method Developed an algorithm to generate modular TT-matrices and quantum dimensions from Seifert fibered spaces and torus bundles over the circle.
result Mathematically constructed premodular categories from Seifert fibered spaces and torus bundles over the circle, conjecturing their modularity under specific conditions.

Abstract: Mapping class groups act on cohomology of surfaces via Hochschild cohomology.

problem Understanding the action of mapping class groups on cohomology of surfaces.
method Associate cochain complexes to surfaces, with mapping class groups acting projectively on cohomology.
result Projective action of mapping class groups on Hochschild cohomology of Hopf algebras.

The paper defines new TQFTs from non-semisimple categories and proves spherical categories are chromatic.

problem Defining non-compact TQFTs from non-semisimple categories.
method Introducing admissible skein modules, chromatic categories, and using Juhász's cobordism presentation.
result Non-compact (2+1)-TQFTs can be defined from chromatic categories, extending Turaev-Viro TQFTs.

Category theory enhances understanding of group-equivariant neural networks.

problem Understanding and working with group-equivariant neural networks.
method Application of category theory to tensor power spaces of Rn\mathbb{R}^{n} for groups SnS_n, O(n)O(n), Sp(n)Sp(n), and SO(n)SO(n).
result New insights and an algorithm for computing equivariant linear layers.

The paper constructs Yang-Baxter solutions using categorical augmented racks.

problem Solutions to the Yang-Baxter equation in knot theory.
method Interpreting augmented racks in tensor categories and constructing solutions using quantum heaps and Hopf algebra modules.
result Explicit constructions and infinite families of Yang-Baxter solutions are provided.

We show that the renormalized quantum invariants of links and graphs in the 3-sphere, derived from tensor categories in ["Modified quantum dimensions and re-normalized link invariants", arXiv:0711.4229] lead to modified 6j-symbols and to new state sum 3-manifold invariants. We give examples of categories such that the …

2009-10-08abs ↗pdf ↗

We categorify the notion of an infinitesimal braiding in a linear strict symmetric monoidal category, leading to the notion of a (strict) infinitesimal 2-braiding in a linear symmetric strict monoidal 2-category. We describe the associated categorification of the 4-term relation, leading to six categorified relations. …

2013-09-16abs ↗pdf ↗

A modular functor is constructed from non-semisimple 3d TFTs.

problem Constructing modular functors from non-semisimple 3d topological field theories.
method Using a 3d TFT defined in [arXiv:1912.02063], a symmetric monoidal 2-functor is constructed from a 2-category of bordisms to a 2-category of finite linear categories.
result A modular functor is explicitly described as a symmetric monoidal 2-functor.

Introduces tensor product for quiver representations and applies to stable bundles and character varieties.

problem Stability and classification of quiver bundles and their subvarieties.
method Definition of tensor product for quiver representations and application to stability and character varieties.
result Tensor products of polystable quiver bundles are polystable and provide insights into character varieties.

We use super qq-Howe duality to provide diagrammatic presentations of an idempotented form of the Hecke algebra and of categories of glN\mathfrak{gl}_N-modules (and, more generally, glNM\mathfrak{gl}_{N|M}-modules) whose objects are tensor generated by exterior and symmetric powers of the vector representations. As an ap…

2015-04-20abs ↗pdf ↗

Modular categories are a well-known source of quantum 3-manifold invariants. In this paper we study structures on modular categories which allow to define refinements of quantum 3-manifold invariants involving cohomology classes or generalized spin and complex spin structures. A crucial role in our construction is play…

2014-11-16abs ↗pdf ↗

We show that in the analytic category, given a Riemannian metric gg on a hypersurface MZM\subset \Z and a symmetric tensor WW on MM, the metric gg can be locally extended to a Riemannian Einstein metric on ZZ with second fundamental form WW, provided that gg and WW satisfy the constraints on MM imposed by the …

2011-06-10abs ↗pdf ↗

Joint analysis of data from multiple sources has the potential to improve our understanding of the underlying structures in complex data sets. For instance, in restaurant recommendation systems, recommendations can be based on rating histories of customers. In addition to rating histories, customers' social networks (e…

2011-05-17abs ↗pdf ↗

New modular data from torus bundles via particle-hole equivariantization.

problem Constructing modular tensor categories from 3-manifolds.
method Using Chern-Simons invariants and adjoint Reidemeister torsions, and performing Z2\mathbb{Z}_2-equivariantization.
result Modular data from torus bundles realized by Z2\mathbb{Z}_2-equivariantization of premodular categories.

3D topological order linked to Seifert manifolds and gauge groups.

problem Classifying 3D topological orders using Seifert manifolds and gauge groups.
method Correspondence between topological order, Seifert manifolds, and ADE gauge groups.
result Construction of modular fusion categories from Seifert manifolds and gauge groups.

New invariant from Viro's gl(1|1) polynomial distinguishes lens spaces.

problem Constructing a 3-manifold invariant from Viro's gl(1|1) polynomial.
method Following Costantino, Geer, and Patureau-Mirand's method in relative G-modular categories.
result The invariant can distinguish homotopy equivalent lens spaces.

Affine structures on a Lie groupoid, including affine kk-vector fields, kk-forms and (p,q)(p,q)-tensors are studied. We show that the space of affine structures is a 2-vector space over the space of multiplicative structures. Moreover, the space of affine multivector fields has a natural graded strict Lie 2-algebra stru…

2019-04-02abs ↗pdf ↗

We construct knot invariants categorifying the quantum knot variants for all representations of quantum groups. We show that these invariants coincide with previous invariants defined by Khovanov for sl_2 and sl_3 and by Mazorchuk-Stroppel and Sussan for sl_n. Our technique is to study 2-representations of 2-quantum gr…

2013-09-15abs ↗pdf ↗

Introduces P-tensors for generalized higher-order message passing in graph neural networks.

problem Expanding the expressive power of graph neural networks through higher-order structures.
method Introduces P-tensors to define the most general form of permutation equivariant message passing.
result Achieves state-of-the-art performance on molecular datasets.

In previous work we showed that the contact category algebra of a quadrangulated surface is isomorphic to the homology of a strand algebra from bordered sutured Floer theory. Being isomorphic to the homology of a differential graded algebra, this contact category algebra has an A-infinity structure, allowing us to comb…

2018-03-17abs ↗pdf ↗

The paper classifies virtual knot polynomials and trivalent graph invariants using skein theory.

problem Classifying virtual knot polynomials and trivalent graph invariants with specific conditions.
method Skein-theoretic techniques applied to classify invariants with smallness conditions.
result Classification of all non-trivial invariants of trivalent graphs and skein theories of virtual tangles.

Study mapping class groups and their representations linking to algebraic structures.

problem Understanding projective representations of mapping class groups and their Morita classes.
method Defined projective representations of mapping class groups using modular fusion categories and analyzed their irreducibility.
result Irreducible representations imply unique Morita-class of simple algebras.

Using quantum skew-Howe duality, we study the category Rep(gl(mn))\operatorname{Rep}(\mathfrak{gl}(m|n)) of tensor products of exterior powers of the standard representation of Uq(gl(mn))U_q(\mathfrak{gl}(m|n)), and prove that it is equivalent to a category of ladder diagrams modulo one extra family of relations. We then construct a ca…

2015-04-28abs ↗pdf ↗

Data collected at very frequent intervals is usually extremely sparse and has no structure that is exploitable by modern tensor decomposition algorithms. Thus the utility of such tensors is low, in terms of the amount of interpretable and exploitable structure that one can extract from them. In this paper, we introduce…

2019-12-19abs ↗pdf ↗

Given a semisimple stable autonomous tensor category over a field KK, to any group presentation with finite number of generators we associate an element Q(P)KQ(P)\in K invariant under the Andrews-Curtis moves. We show that in fact, this is the same invariant as the one produced by the algorithm of Frank Quinn. The new de…

2000-12-15abs ↗pdf ↗

We find and propose an explanation for a large variety of modularity-related symmetries in problems of 3-manifold topology and physics of 3d N=2\mathcal{N}=2 theories where such structures a priori are not manifest. These modular structures include: mock modular forms, SL(2,Z)SL(2,\mathbb{Z}) Weil representations, quantum mo…

2018-09-26abs ↗pdf ↗

It has been conjectured that every (2+1)(2+1)-TQFT is a Chern-Simons-Witten (CSW) theory labelled by a pair (G,λ)(G,λ), where GG is a compact Lie group, and λH4(BG;Z)λ\in H^4(BG;Z) a cohomology class. We study two TQFTs constructed from Jones' subfactor theory which are believed to be counterexamples to this conjecture: one is the…

2007-10-30abs ↗pdf ↗

The goal of this paper is to find a close to isomorphic presentation of 3-manifolds in terms of Hopf algebraic expressions. To this end we define and compare three different braided tensor categories that arise naturally in the study of Hopf algebras and 3-dimensional topology. The first is the category \Cob of connect…

2001-06-28abs ↗pdf ↗