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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.

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48 results for modular link

Linking numbers of modular knots derived from geometric and algebraic properties.

problem Understanding linking numbers between modular knots and the trefoil.
method Geometric and algebraic properties of the modular group and its action on the hyperbolic plane.
result Derived several formulae for linking numbers with arithmetical, combinatorial, topological and group theoretical flavors.

Modularity-aware GAE and VGAE improve community detection and link prediction.

problem Improving community detection with GAE and VGAE in the absence of node features.
method Introducing a modularity-aware message passing scheme and regularizer to GAE and VGAE encoders.
result Jointly addressing community detection and link prediction with high accuracy is possible.

Study q-series for 3-manifolds with line defects, proving homomorphism and conjecturing holomorphic modularity.

problem Understanding BPS qq-series for 3-manifolds with line defects.
method Proving homomorphism from skein module to space of qq-series, conjecturing holomorphic modularity.
result Holomorphic quantum modularity of qq-series suggests new approach to Langlands duality.

We consider an asymptotic expansion of Kashaev's invariant or the colored Jones function for the torus link T(2,2m). We shall give q-series identity related to these invariants, and show that the invariant is regarded as a limit of q being N-th root of unity of the Eichler integral of the modular form of weight 3/2.

2003-05-20abs ↗pdf ↗

Study reveals connection between torus links and logarithmic VOAs.

problem Understanding the relationship between torus links and logarithmic VOAs.
method Proposed a geometric method to compute the singlet character of (s,t)(s,t)-log VOA.
result The singlet character of (s,t)(s,t)-log VOA at the root of unity coincides with the Kashaev invariant and exhibits quantum modularity.

Improved community detection and link prediction with GAE and VGAE.

problem Jointly improving community detection and link prediction with graph autoencoders.
method Introducing a community-preserving message passing scheme and doping encoders with Louvain-based prior communities.
result Empirical effectiveness of Modularity-Aware GAE and VGAE on various real-world graphs.

New techniques prove quantum modularity for various functions.

problem Proving quantum modularity of false theta functions and related series.
method Developed techniques including Poisson summation formula and modular series framework.
result Unified approach to proving quantum modularity for various functions.

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 ↗

A very simple expression is conjectured for arbitrary colored Jones and HOMFLY polynomials of a rich (g+1)(g+1)-parametric family of Pretzel knots and links. The answer for the Jones and HOMFLY polynomials is fully and explicitly expressed through the Racah matrix of U_q(SU_N), and looks related to a modular transformatio…

2014-12-08abs ↗pdf ↗

The Yokonuma-Hecke algebras are quotients of the modular framed braid group and they support Markov traces. In this paper, which is sequel to Juyumaya and Lambropoulou (2007), we explore further the structures of the pp-adic framed braids and the pp-adic Yokonuma-Hecke algebras constructed in Juyumaya and Lambropoulo…

2009-05-22abs ↗pdf ↗

É.Ghys proved that the linking numbers of modular knots and the "missing" trefoil K2,3K_{2,3} in S3S^3 coincide with the values of a highly ubiquitous function called the Rademacher symbol for SL2Z{\rm SL}_2\mathbb{Z}. In this paper, we replace SL2Z=Γ2,3{\rm SL}_2\mathbb{Z}=Γ_{2,3} by the triangle group Γp,qΓ_{p,q} for any coprime …

2021-09-02abs ↗pdf ↗

This paper provides both a detailed study of color-dependence of link homologies, as realized in physics as certain spaces of BPS states, and a broad study of the behavior of BPS states in general. We consider how the spectrum of BPS states varies as continuous parameters of a theory are perturbed. This question can be…

2015-12-24abs ↗pdf ↗

This paper proves a conjecture linking quantum modular forms and WRT invariants for specific graphs.

problem Proving a conjecture about quantum modular forms and WRT invariants for unimodular H-graphs.
method Constructed finite sums of rational functions, studied weighted Gauss sums, and combined results to prove the conjecture.
result WRT invariants of H-graphs yield quantum modular forms of depth two and weight one.

Periodic geodesics on the modular surface correspond to periodic orbits of the geodesic flow in its unit tangent bundle PSL2(Z)\PSL2(R)\mathrm{PSL}_2(\mathbb{Z})\backslash\mathrm{PSL}_2(\mathbb{R}). The complement of any finite number of orbits is a hyperbolic 33-manifold, which thus has a well-defined volume. We present strong nu…

2017-05-12abs ↗pdf ↗

This paper improves hierarchical community detection efficiency using local structural properties.

problem Efficiency of hierarchical community detection methods in large networks.
method Use of local structural network properties as proxies to improve efficiency.
result Achieves competitive results in modularity with improved efficiency.

Finite specializations of a q-deformed modular group at roots of unity.

problem Understanding the finiteness of specializations of a q-deformed modular group at roots of unity.
method Introduced a q-deformed modular group and studied its specializations at roots of unity.
result For ζnζ_n being a primitive nth root of unity, PSLq(2,Z)q=ζn\operatorname{PSL}_q(2,{\mathbb Z})|_{q=ζ_n} is finite if and only if Gq(ζn)G_q(ζ_n) is finite.

The f-invariant is a higher version of the e-invariant that takes values in the divided congruences between modular forms; it can be formulated as an elliptic genus of manifolds with corners of codimension two. In this thesis, we develop a geometrical interpretation of the f-invariant in terms of index theory, thereby …

2008-08-04abs ↗pdf ↗

We construct unitary modular categories for a general class of coset conformal field theories based on our previous study of these theories in the algebraic quantum field theory framework using subfactor theory. We also consider the calculations of the corresponding 3-manifold invariants. It is shown that under certain…

1999-07-12abs ↗pdf ↗

Introduces qq-transpose for qq-deformed modular group matrices.

problem Understanding qq-deformed rational numbers and their properties.
method Introduces qq-transpose and applies it to refine qq-deformed modular group actions.
result New proof and refinement of Leclere and Morier-Genoud's trace palindromicity theorem.

This chapter provides a self-contained introduction to the use of Bayesian inference to extract large-scale modular structures from network data, based on the stochastic blockmodel (SBM), as well as its degree-corrected and overlapping generalizations. We focus on nonparametric formulations that allow their inference i…

2017-05-29abs ↗pdf ↗