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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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275582109 · May 202619922001200920172026
48 results for path homology

We provide a characterization of two types of directed homology for fully-connected, feedforward neural network architectures. These exact characterizations of the directed homology structure of a neural network architecture are the first of their kind. We show that the directed flag homology of deep networks reduces t…

2019-10-16abs ↗pdf ↗

Symmetric function LM,NL_{M,N} lifts torus link homology.

problem Computing the triply-graded Khovanov-Rozansky homology of torus links.
method Defined a symmetric function LM,NL_{M,N} and showed it satisfies a recursion for torus link homology.
result Triply-graded Khovanov-Rozansky homology of torus links is a specialization of LM,NL_{M,N}.

We present a new property, the Disjoint Path Concordances Property, of an ENR homology manifold X which precisely characterizes when X times R has the Disjoint Disks Property. As a consequence, X times R is a manifold if and only if X is resolvable and it possesses this Disjoint Path Concordances Property.

2009-03-17abs ↗pdf ↗

Study the landscape of Lipschitz functions between manifolds using persistent homology.

problem Understanding the structure of homotopy paths between maps with high Lipschitz constants.
method Using persistent homology to analyze the landscape of Lipschitz functions between manifolds.
result First results on the persistence of higher-dimensional cycles in function spaces.

We introduce a new feature map for barcodes that arise in persistent homology computation. The main idea is to first realize each barcode as a path in a convenient vector space, and to then compute its path signature which takes values in the tensor algebra of that vector space. The composition of these two operations …

2018-06-01abs ↗pdf ↗

New polynomials link knot homology to Schröder paths.

problem Understanding Khovanov-Rozansky homology of Coxeter knots.
method Introduced generalized Schröder polynomials Sτ(q,t,a)S_τ(q,t,a) and proved their agreement with knot homology.
result Proved Oblomkov-Rasmussen-Shende conjecture for certain knots.

In this article we consider a variant of Rabinowitz Floer homology in order to define a homological count of discriminant points for paths of contactomorphisms. The growth rate of this count can be seen as an analogue of Givental's nonlinear Maslov index. As an application we prove a Bott-Samelson type obstruction theo…

2011-02-17abs ↗pdf ↗

We show that diagram groups can be viewed as fundamental groups of spaces of positive paths on directed 2-complexes (these spaces of paths turn out to be classifying spaces). Thus diagram groups are analogs of second homotopy groups, although diagram groups are as a rule non-Abelian. Part of the paper is a review of th…

2003-01-21abs ↗pdf ↗

Floer constructs homology from flow lines in generalized dynamical systems and combinatorial vector fields.

problem Computing homology in discrete and smooth dynamical systems.
method Counting flow lines between orbits and critical points.
result Directly recovers Z2\mathbb{Z}_2 homology from flow lines.

Explains the Borromean rings, icosahedron, and Poincaré homology sphere.

problem Exploring the relationship between Borromean rings, icosahedron, and Poincaré homology sphere.
method Introduction of topological concepts and geometric construction of icosahedral compound of octahedra.
result Proofs about the orientation-preserving symmetry group of an icosahedron and the linked nature of Borromean rings.

We revisit Rozansky's construction of Khovanov homology for links in S2×S1S^2\times S^1, extending it to define Khovanov homology Kh(L)Kh(L) for links LL in $M^r=#^r(S^2\times S^1)$ for any rr. The graded Euler characteristic of Kh(L)Kh(L) can be used to recover WRT invariants at certain roots of unity, and also recovers the …

2018-12-17abs ↗pdf ↗

In topological data analysis, persistent homology is used to study the "shape of data". Persistent homology computations are completely characterized by a set of intervals called a bar code. It is often said that the long intervals represent the "topological signal" and the short intervals represent "noise". We give ev…

2019-05-30abs ↗pdf ↗

The study examines moduli spaces of metrics with positive Ricci or non-negative sectional curvature on sphere bundles.

problem Classifying and understanding moduli spaces of metrics with specific curvature properties on sphere bundles.
method Analyzing total spaces of S7S^7-bundles over S8S^8 and quotients of Milnor and Shimada spheres.
result The moduli space of metrics has infinitely many path components.

Extends Morse-Novikov Homology to include differential graded coefficients and fibration structures.

problem Extending Morse-Novikov Homology with differential graded coefficients.
method Constructs a Morse-Novikov complex and proves the existence of a Chas-Sullivan-like product for a fibration.
result Proves the existence of a Chas-Sullivan-like product on the Novikov completion of a fibration.

Our purpose is to explore, in the context of loop ensembles on finite graphs, the relations between combinatorial group theory, loops topology, loop measures, and signatures of discrete paths. We determine the distributions of the loop homotopy class, and of the first and second homologies, defined by the lower central…

2019-08-14abs ↗pdf ↗

We prove homological stability for sequences of "oriented configuration spaces" as the number of points in the configuration goes to infinity. These are spaces of configurations of n points in a connected manifold M of dimension at least 2 which 'admits a boundary', with labels in a path-connected space X, and with an …

2011-06-22abs ↗pdf ↗

Unified pipeline classifies time series using complex networks and persistent homology.

problem Classifying univariate time series using various graph constructions and metrics.
method Time series to graph, graph to dissimilarity matrix, filtration to persistence diagrams, vectorization to features.
result Persistence-based features are robust to noise and optimal graph type depends on signal structure.

New obstructions show links with vanishing Milnor invariants may not be concordant to homology boundary links.

problem Understanding links with vanishing Milnor invariants and their concordance properties.
method Developing new obstructions and examples within the solvable filtration framework.
result Existence of links with vanishing Milnor invariants that are not concordant to homology boundary links.

Classifies negative-twisting structures on Seifert fibred spaces using Heegaard Floer homology.

problem Classifying negative-twisting tight contact structures on Seifert fibred spaces.
method Adapting Ozsváth-Szabó full path algorithm to star-shaped graphs and using Heegaard Floer homology.
result Complete classification of negative-twisting structures on Seifert fibred spaces.

This paper explores adiabatic solutions of Haydys-Witten equations for knot homology.

problem Investigating instanton Floer homology and its relation to Khovanov homology.
method Analyzes decoupled Haydys-Witten equations and their equivalence to EBE solutions.
result Proposes an equivalence between adiabatic solutions of decoupled Haydys-Witten equations and non-vertical paths in EBE moduli space.

3D BF theory on certain 3-manifolds evaluated via residues and large k limits.

problem Singular and ill-defined partition function of 3D BF theory.
method Direct evaluation of path integral for specific 3-manifolds, using residues and large k limits of Chern-Simons matrix integrals.
result 3 definitions of the integral offer insights into the sum/integral over all flat connections.

New instanton invariants for rational homology spheres defined and shown to be functorial.

problem Defining and proving invariance of instanton homology groups for rational homology spheres.
method Novel suspended flow category technique to handle obstructed cobordisms and prove wall-crossing formula.
result Instanton invariant λI(Y)λ_I(Y) conjecturally equals Casson-Walker invariant for rational homology spheres.

Study classifies 7-manifolds with specific homology and finds nonconnected moduli spaces of positive Ricci curvature metrics.

problem Classifying simply connected 7-manifolds with specific homology groups.
method Derived ss-invariants and applied to diffeomorphism classification and moduli space analysis.
result Found a simply connected 7-manifold with infinitely many path components in its moduli space of positive Ricci curvature metrics.

The paper studies combinatorics of injective words in the context of Temperley-Lieb algebras.

problem Combinatorial properties of injective words in the context of Temperley-Lieb algebras.
method Investigation of a chain complex of modules over the Temperley-Lieb algebra, focusing on Euler characteristic, homology modules, and Jacobsthal numbers.
result The Euler characteristic of the complex is the n-th Fine number, and the top-dimensional homology module is decomposed in terms of standard Young tableaux.

Suppose SS is a closed, oriented surface of genus at least two. This paper investigates the geometry of the homology multicurve complex, HC(S,α)\mathcal{HC}(S,α), of SS; a complex closely related to complexes studied by Bestvina-Bux-Margalit and Hatcher. A path in HC(S,α)\mathcal{HC}(S,α) corresponds to a homotopy class of imm…

2011-07-18abs ↗pdf ↗

We construct an action of the free group FnF_n on the homotopy category of projective modules over a finite dimensional zigzag algebra. The main theorem in the paper is that this action is faithful. We describe the relationship between homotopy classes of paths in the punctured disc and complexes of projective zigzag m…

2016-06-21abs ↗pdf ↗

We define a topological quantum membrane theory on a seven dimensional manifold of G2G_2 holonomy. We describe in detail the path integral evaluation for membrane geometries given by circle bundles over Riemann surfaces. We show that when the target space is CY3×S1CY_3\times S^1 quantum amplitudes of non-local observables …

2006-11-29abs ↗pdf ↗

The paper studies deformations of symplectic groupoids using cohomology and spectral sequences.

problem Deformations of symplectic groupoids and their cohomology.
method Deformation cohomology, Moser path methods, Lie groupoids, multiplicative forms, de Rham models, spectral sequences.
result Computations and constructions of deformation cohomology for various types of symplectic groupoids.

We give lower bounds for the growth of the number of Reeb chords and for the volume growth of Reeb flows on spherizations over closed manifolds M that are not of finite type, have virtually polycyclic fundamental group, and satisfy a mild assumption on the homology of the based loop space. For the special case of geode…

2013-09-25abs ↗pdf ↗

The Turaev cobracket, a loop operation introduced by V. Turaev, which measures self-intersection of a loop on a surface, is a modification of a path operation introduced earlier by Turaev himself, as well as a counterpart of the Goldman bracket. In this survey based on the author's joint works with A. Alekseev, Y. Kuno…

2019-04-14abs ↗pdf ↗

Various curve complexes with vertices representing multicurves on a surface SS have been defined, for example [3], [4] and [8]. The homology curve complex HC(S,α)\mathcal{HC}(S,α) defined in [7] is one such complex, with vertices corresponding to multicurves in a nontrivial integral homology class αα. Given two multicurve…

2011-08-21abs ↗pdf ↗

Given a smooth closed manifold M with a family {L_i} of closed submanifolds, we consider the free loop space LM and the spaces PM(L_i,L_j) of open strings (paths g:[0,1]->M with g(0) in L_i, and g(1) in L_j). We construct string topology operations resulting in an open-closed TQFT on the family (h_*(LM),h_*(PM(L_i,L_j)…

2006-06-20abs ↗pdf ↗