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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.

168,695 papers · 148 categories

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12.5%25.0%37.5%50.0% · Sep 199319922001200920172026
48 results for polynomial factorization

Study connects group invariants through outer automorphisms and polynomial relations.

problem Understanding polynomial invariants of free-by-cyclic groups.
method Introducing orientable fully irreducible outer automorphisms to relate McMullen polynomial and Alexander polynomial.
result Characterization of when homological stretch factor equals geometric stretch factor.

Develops polynomial diffusion models for multi-factor commodity futures dynamics.

problem Modeling futures prices using latent state variables for short and long-term stochastic factors.
method Polynomial diffusion models to incorporate non-linear effects, two filtering methods for estimation.
result Accurate estimation of futures prices despite parameter identification issues in polynomial diffusion models.

Deep tensor factorization benefits from implicit regularization with polynomial growth.

problem Tensor factorization's implicit regularization effect in deep networks is not well understood.
method Investigated the implicit regularization in deep tensor factorization, showing polynomial growth.
result Implicit regularization in deep tensor factorization grows polynomially with depth, improving estimation accuracy and convergence.

Study on periodic knots, proving limitations on their Alexander polynomials.

problem Understanding Alexander polynomials of periodic knots.
method Polynomial factorization, number theory interpretation, computational methods.
result Alexander polynomials of freely periodic knots are restricted to products of cyclotomic polynomials.

In this article, we explore a class of tractable interest rate models that have the property that the price of a zero-coupon bond can be expressed as a polynomial of a state diffusion process. Our results include a classification of all such time-homogeneous single-factor models in the spirit of Filipovic's maximal deg…

2015-04-13abs ↗pdf ↗

We derive a factorization of the Alexander polynomial of the 4-strand Turk's head knot using hypergeometric representations.

problem Deriving a factorization of the Alexander polynomial of the 4-strand Turk's head knot
method Using the reduced Burau representation and multivariable resultant elimination over reciprocal constraints
result Deriving a factorization of the Alexander polynomial in terms of Chebyshev polynomials

We show that there exist infinitely many examples of pairs of knots, K_1 and K_2, that have no epimorphism π1(S3K1)π1(S3K2)π_1(S^3\setminus K_1) \to π_1(S^3\setminus K_2) preserving peripheral structure although their A-polynomials have the factorization AK2(L,M)AK1(L,M)A_{K_2}(L,M) \mid A_{K_1}(L,M). Our construction accounts for most of the kno…

2011-07-13abs ↗pdf ↗

The paper connects knot volume to AA-polynomial structure.

problem Understanding the relationship between knot volume and AA-polynomial structure.
method Examining satellite knots and their AA-polynomials to conjecture a connection with hyperbolic volume.
result The conjecture that knots with zero hyperbolic volume have AA-polynomials with specific factor structure.

The article calculates a multiplying factor to convert rational Vassiliev invariants to integer-valued ones.

problem Converting rational valued Vassiliev invariants to integer-valued ones.
method Calculates the minimal multiplying factor λ needed for rational Vassiliev invariants to become integer-valued.
result Obtains a set of integer-valued Vassiliev invariants.

Study improves HOMFLY polynomial coefficients for positive braid links.

problem Determining HOMFLY polynomial coefficients for positive braid links.
method Using geometric invariants like maximum Euler characteristics, number of split and prime factors.
result Improvements in known results for Conway and Jones polynomials of positive braid links.

Skew parallelogram nets factorize, encompassing discrete differential geometry.

problem Factorization of polynomials in discrete differential geometry.
method Lax representation, Bäcklund transformations, factorization of polynomials.
result Skew parallelogram nets encompass all systems with polynomial representations.

This paper studies HOMFLY polynomials of specific and infinite classes of knots.

problem Computing HOMFLY polynomials in general is difficult; this paper examines specific cases.
method Examined two specific knots and a general infinite class of knots.
result Observed apparent patterns in the polynomials of specific knots and conjectured properties of the general class.

We study computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded factor size and bounded connectivity can be learned in polynomial time and polynomial number of samples, assuming that the data is generated by a netwo…

2012-07-04abs ↗pdf ↗

A string link S can be closed in a canonical way to produce an ordinary closed link L. We also consider a twisted closing which produces a knot K. We give a formula for the Conway polynomial of L as a product of the Conway polynomial of K times a power series whose coefficients are given as explicit functions of the Mi…

1997-11-08abs ↗pdf ↗

Simplified KR polynomial for bipartite links reduces to tensor products of vector spaces.

problem Complexity reduction of Khovanov-Rozansky polynomial for bipartite links.
method Local reduction of matrix factorizations to planar cycles and simplification to vector spaces.
result KR polynomial for bipartite links simplifies to tensor products of vector spaces.

The paper computes group factors and properties of Wilson loops in Chern-Simons theory.

problem Computing group factors and properties of Wilson loops in Chern-Simons theory.
method Developed a method for computing group factors of the perturbative series expansion of Wilson loops.
result Provided a combinatorial description of group factors with clear dependence on rank and representation.

Paper defines half-Conway polynomial and computes it for knots up to 12 crossings.

problem Computing and characterizing half-Conway polynomials of knots.
method Normalized Conway polynomial, equivariant skein relation, diagrammatic interpretation.
result First examples of non-slice strongly negative amphichiral knots with determinant one.

Shallow neural networks can represent polynomials efficiently.

problem Representing polynomials using shallow neural networks.
method Using shallow neural networks of width 2(R+d)d2(R+d)^d to represent dd-variate polynomials of degree RR.
result Derives minimax optimal convergence rate for shallow networks to unknown univariate regression functions.

Factor graphs are important models for succinctly representing probability distributions in machine learning, coding theory, and statistical physics. Several computational problems, such as computing marginals and partition functions, arise naturally when working with factor graphs. Belief propagation is a widely deplo…

2017-08-08abs ↗pdf ↗

J.P. Levine showed that the Conway polynomial of a link is a product of two factors: one is the Conway polynomial of a knot which is obtained from the link by banding together the components; and the other is determined by the μˉ\barμ-invariants of a string link with the link as its closure. We give another description…

2004-05-25abs ↗pdf ↗

We study discretizations of polynomial processes using finite state Markov processes satisfying suitable moment matching conditions. The states of these Markov processes together with their transition probabilities can be interpreted as Markov cubature rules. The polynomial property allows us to study such rules using …

2017-07-21abs ↗pdf ↗

Analyzes the differential expansion of knot polynomials, focusing on its applicability and modifications.

problem Understanding the differential expansion of colored knot polynomials, especially for non-trivial knots and those with defects.
method Examines the current status of differential expansion, analyzes its applicability to non-trivial knots, and introduces a new transformation.
result A new transformation VV that converts Z\cal{Z} to standard ZZ-factors and allows for the calculation of FF.

New algorithms improve approximation of matrix norms, with applications in statistics and machine learning.

problem Improving approximation of matrix norms for 2ightarrowq2 ightarrow q in polynomial time.
method Polynomial-time multiplicative approximation algorithms for 2ightarrowq2 ightarrow q norm, leveraging sum-of-squares certificates.
result Achieved polynomially improved approximation factors, notably d1/8d^{1/8} for q=4q=4.

We study a class of 2-variable polynomials called exact polynomials which contains AA-polynomials of knot complements. The Mahler measure of these polynomials can be computed in terms of a volume function defined on the vanishing set of the polynomial. We prove that the local extrema of the volume function are on the …

2018-04-04abs ↗pdf ↗

This work connects knot invariants to Chern-Simons theories via factorization homology.

problem Understanding knot invariants in Chern-Simons theories.
method Constructing a filtered E3\mathcal{E}_3-algebra and proving an equality between factorization homology trace and Reshetikhin-Turaev link invariant.
result Established a connection between knot invariants and Chern-Simons theories.

The Teichmueller polynomial of a fibered 3-manifold plays a useful role in the construction of mapping class having small stretch factor. We provide an algorithm that computes this polynomial of the fibered face associated to a pseudo-Anosov mapping class of a disc homeomorphism. As a byproduct, our algorithm allows us…

2014-12-12abs ↗pdf ↗

Polynomial processes have the property that expectations of polynomial functions (of degree nn, say) of the future state of the process conditional on the current state are given by polynomials (of degree n\leq n) of the current state. Here we explore the application of polynomial processes in the context of structur…

2017-10-27abs ↗pdf ↗

We show that Killing tensors on conformally flat nn-dimensional tori whose conformal factor only depends on one variable, are polynomials in the metric and in the Killing vector fields. In other words, every first integral of the geodesic flow polynomial in the momenta on the sphere bundle of such a torus is linear in…

2016-10-06abs ↗pdf ↗

We give an algorithm to compute stable commutator length in free products of cyclic groups which is polynomial time in the length of the input, the number of factors, and the orders of the finite factors. We also describe some experimental and theoretical applications of this algorithm.

2013-04-23abs ↗pdf ↗

New results on algebraic knots with Brieskorn polynomials.

problem Understanding cobordisms of algebraic knots defined by Brieskorn polynomials.
method Analyzing Fox--Milnor type relations, decomposing algebraic cobordism classes, and studying cyclic suspensions.
result Spherical algebraic knots associated with Brieskorn polynomials have infinite order in the knot cobordism group.

We give necessary and sufficient conditions for an integral polynomial without linear factors to be the characteristic polynomial of an isometry of some even, unimodular lattice of given signature. This gives rise to Hasse principle questions, which we answer in a more general setting. As an application, we prove a Has…

2020-01-20abs ↗pdf ↗