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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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138277415553 · Jun 202019922001200920172026
48 results for homology computation

Regularizes persistent homology gradients for neural network integration.

problem Ill-posed inverse problem in computing gradients of persistent homology.
method Regularization through a grouping term to define gradients for larger entities.
result Ensures gradients are defined with respect to larger entities, not individual points.

Survey of computations for Riemann surface moduli spaces, focusing on unstable homology.

problem Computing unstable homology of moduli spaces of Riemann surfaces.
method Integral, mod-2, and rational coefficient computations; use of homology operations.
result Explicit generators of unstable homology for most cases determined.

Homology and cohomology theory for topological quandles computed.

problem Computing invariants for knot diagrams using quandle cocycles.
method Introducing homology and cohomology theory for topological quandles, studying their relation to quandle groups, and using topological quandle cocycles to compute state sum invariants.
result State sum invariants computed using topological quandle cocycles.

Investigates polynomial time algorithms for computing Khovanov homology of braids.

problem Computing Khovanov homology for general braids is intractable.
method Examines polynomial time algorithms for 3-braids and a variation of the scanning algorithm for more general braids.
result Shows that for 3-braids, Khovanov homology can be computed in polynomial time, while for more general braids, it can be computed in polynomial time for bounded homological degrees.

We describe a new method for combinatorially computing the transverse invariant in knot Floer homology. Previous work of the authors and Stone used braid diagrams to combinatorially compute knot Floer homology of braid closures. However, that approach was unable to explicitly identify the invariant of transverse links …

2017-03-20abs ↗pdf ↗

Study Brieskorn spheres using Floer homology, generating infinite rank summands in homology cobordism.

problem Computing Heegaard Floer homologies of Brieskorn spheres.
method Floer theoretic invariants of Dai, Hom, Stoffregen, and Truong.
result Brieskorn spheres generate infinite rank summands in the homology cobordism group.

We extend an approach of Beliakova for computing knot Floer homology and implement it in a publicly available computer program. We review the main programming and optimization methods used. Our program is then used to check that the Floer homology of a prime non-alternating knot with less than 12 crossings has no torsi…

2008-03-17abs ↗pdf ↗

We introduce a local algorithm for Khovanov Homology computations - that is, we explain how it is possible to "cancel" terms in the Khovanov complex associated with a ("local") tangle, hence canceling the many associated "global" terms in one swoosh early on. This leads to a dramatic improvement in computational effici…

2006-06-13abs ↗pdf ↗

In this paper, we study the Khovanov homology of cable links. We first estimate the maximal homological degree term of the Khovanov homology of the (2k+12k+1, (2k+1)n(2k+1)n)-torus link and give a lower bound of its homological thickness. Specifically, we show that the homological thickness of the (2k+12k+1, (2k+1)n(2k+1)n)-torus li…

2012-02-24abs ↗pdf ↗

Researchers describe a new method to compute Seiberg-Witten-Floer spectra for a specific class of manifolds.

problem Computing Seiberg-Witten-Floer spectra for a specific class of manifolds.
method Using lattice homology, they provide an explicit combinatorial description of the spectra.
result They calculate Manolescu's κ-invariant for certain connected sums of the spaces.

We introduce a new method for computing triply graded link homology, which is particularly well-adapted to torus links. Our main application is to the (n,n)-torus links, for which we give an exact answer for all n. In several cases, our computations verify conjectures of Gorsky et al relating homology of torus links wi…

2016-03-01abs ↗pdf ↗

We compute the connected Heegaard Floer homology (defined by Hendricks, Hom, and Lidman) for a large class of 3-manifolds, including all linear combinations of Seifert fibered homology spheres. We show that for such manifolds, the connected Floer homology completely determines the local equivalence class of the associa…

2018-04-17abs ↗pdf ↗

We compute the Pin(2)\mathrm{Pin}(2)-equivariant Seiberg-Witten Floer homology of Seifert rational homology three-spheres in terms of their Heegaard Floer homology. As a result of this computation, we prove Manolescu's conjecture that β=μˉβ=-\barμ for Seifert integral homology three-spheres. We show that the Manolescu invari…

2015-05-13abs ↗pdf ↗

Develops a method to compute Morse homology for clean but not necessarily transverse intersections.

problem Computing Morse homology for clean but not necessarily transversely intersecting manifolds.
method Constructs minimal semi-global Kuranishi structures for moduli spaces of Morse trajectories, generalizing obstruction bundle gluing.
result Obtains iterated gluing equals simultaneous gluing, maintaining computability.

In this paper we compute the singular homology of the space of immersions of the circle into the nn-sphere. Equipped with Chas-Sullivan's loop product these homology groups are graded commutative algebras, we also compute these algebras. We enrich Morse spectral sequences for fibrations of free loop spaces together wi…

2008-11-20abs ↗pdf ↗

Study HOMFLY-PT homology structure for knots up to 11 crossings.

problem Understanding the structure of HOMFLY-PT homology for knots.
method Using Nakagane and Sano's knot data and the sl(2)\mathfrak{sl}(2) action, compute HOMFLY-PT SS-invariant and compare to sl(N)\mathfrak{sl}(N) invariants.
result Computed HOMFLY-PT SS-invariant for all knots in the dataset.

We investigate the Khovanov-Rozansky invariant of a certain tangle and its compositions. Surprisingly the complexes we encounter reduce to ones that are very simple. Furthermore, we discuss a "local" algorithm for computing Khovanov-Rozansky homology and compare our results with those for the "foam" version of sl_3-hom…

2008-01-25abs ↗pdf ↗

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 ↗

In this article we study the Heegaard Floer link homology of (n,n)(n, n)-torus links. The Alexander multigradings which support non-trivial homology form a string of n1n-1 unit hypercubes in Rn\mathbb{R}^{n}, and we compute the ranks and gradings of the homology in nearly all Alexander gradings. We also conjecture a compl…

2012-08-02abs ↗pdf ↗

In this paper, we compute the Khovanov homology over \Q for (p,-p,q) pretzel knots for odd values of p from 3 to 15 and arbitrarily large q. We provide a conjecture for the general form of the Khovanov homology of (p,-p,q) pretzel knots. These computations reveal that these knots have thin Khovanov homology (over \Q an…

2009-09-10abs ↗pdf ↗

We study the hairy graph homology of a cyclic operad; in particular we show how to assemble corresponding hairy graph cohomology classes to form cocycles for ordinary graph homology, as defined by Kontsevich. We identify the part of hairy graph homology coming from graphs with cyclic fundamental group as the dihedral h…

2013-08-18abs ↗pdf ↗