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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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1234 · Jan 201319922001200920172026
48 results for Cohen's f2

The paper develops a new method to interpret deep neural networks using Cohen's f2.

problem Interpreting variable effects in deep neural networks is challenging due to their complexity and lack of statistical inferences.
method The paper adapts Fisher's variable permutation algorithm and applies statistical tests to Apley's accumulated local effect plots.
result The method provides a way to quantify and statistically assess the influence of variables in deep neural networks.

Denote the free group on two letters by F2 and the SL(3,C)-representation variety of F2 by R = Hom(F2, SL(3, C)). There is a SL(3,C)-action on the coordinate ring of R, and the geometric points of the subring of invariants is an affine variety X. We determine explicit minimal generators and defining relations for the s…

2014-07-03abs ↗pdf ↗

Given two maps f1 and f2 from the sphere Sm to an n-manifold N, when are they loose, i.e. when can they be deformed away from one another? We study the geometry of their (generic) coincidence locus and its Nielsen decomposition. On the one hand the resulting bordism class of coincidence data and the corresponding Niels…

2010-02-18abs ↗pdf ↗

We compute the rings H(N;F2)H^*(N;\mathbb{F}_2) for NN a closed Sol3\mathbb{S}ol^3-manifold and then determine the Borsuk-Ulam indices BU(N,φ)BU(N,φ) with φ0φ\not=0 in H1(N;F2)H^1(N;\mathbb{F}_2).

2013-01-06abs ↗pdf ↗

Paper proves a Cohen-Dimca-Orlik type theorem for Z-local systems of hyperplane arrangements.

problem Proving a Cohen-Dimca-Orlik type theorem for Z\mathbb{Z}-local systems.
method Analyzing local system cohomology groups of hyperplane arrangements complements.
result Proves a Cohen-Dimca-Orlik type theorem for Z\mathbb{Z}-local systems.

The main construction of this paper contains a serious error, and I am withdrawing it. I owe Andrew Stacey and Ralph Cohen thanks for seeing the problem; in particular, Stacey has shown that the projections constructed in §3.1 will fail in general to have constant rank, so the family TV{\bf T}V of vector spaces defined…

2001-09-13abs ↗pdf ↗

Solves a 60-year-old question on agreement measures in statistics.

problem The challenge of measuring agreement between two raters or measures.
method Developed a new algorithm to minimize diagonals in contingency tables, formulated the minimum feasible agreement, and studied the lower limit of maximum feasible agreement.
result Formulated the lower limit of Cohen's kappa and two statistics for agreement analysis.

We consider the interplay of point counts, singular cohomology, étale cohomology, eigenvalues of the Frobenius and the Grothendieck ring of varieties for two families of varieties: spaces of rational maps and moduli spaces of marked, degree dd rational curves in Pn\mathbb{P}^n. We deduce as special cases algebro-geome…

2015-06-08abs ↗pdf ↗

We study Cohen-Macaulay actions, a class of torus actions on manifolds, possibly without fixed points, which generalizes and has analogous properties as equivariantly formal actions. Their equivariant cohomology algebras are computable in the sense that a Chang-Skjelbred Lemma, and its stronger version, the exactness o…

2009-12-03abs ↗pdf ↗

We describe a series of complexes that relate to the braid groups as the matching complexes relate to the symmetric groups. A modified construction applies as well to other complexes based on edge sets in graphs. We show that our constructions will yield Cohen-Macauley complexes provided the underlying complexes are Co…

2003-10-27abs ↗pdf ↗

We give a characterization of those Alexandrov spaces admitting a cohomogeneity one action of a compact connected Lie group GG for which the action is Cohen--Macaulay. This generalizes a similar result for manifolds to the singular setting of Alexandrov spaces where, in contrast to the manifold case, we find several a…

2019-10-14abs ↗pdf ↗

Paper extends Cohen's method to compute Jones polynomial for certain braid subfamilies.

problem Computing Jones polynomial for specific knot families.
method Using weighted adjacency matrices and determinants for certain subfamilies of braid groups.
result Jones polynomial can be computed in polynomial time for certain subfamilies of braid groups.

On the product of two Finsler manifolds M1 M2, we consider the twisted metric F which is construct by using Finsler metrics F1 and F2 on the manifolds M1 and M2, respectively. We introduce horizontal and vertical distributions on twisted product Finsler manifold and study Creducible and semi-C-reducible properties of t…

2013-02-11abs ↗pdf ↗

This is a survey article on Morse theory based on lectures to graduate students and advanced undergraduates. After a brief review of standard material, mostly without proofs, the Morse theory of complex Grassmannian manifolds is worked out in detail. In contrast to standard treatments, gradient flow lines and their str…

2001-04-15abs ↗pdf ↗

The study examines the topology of complements of polytopal skeletons.

problem Characterizing topological properties of polytopal complexes and their skeletons.
method Constructing a long exact sequence relating homologies of skeleton complements and links of faces.
result Characterizations of Cohen-Macaulay and Leray complexes, stacked balls, and neighbourly spheres in terms of skeleton complements.

Cohen, Goresky and Ji showed that there is a Kunneth theorem relating the intersection homology groups IpˉH(X×Y)I^{\bar p}H_*(X\times Y) to IpˉH(X)I^{\bar p}H_*(X) and IpˉH(Y)I^{\bar p}H_*(Y), provided that the perversity pˉ\bar p satisfies rather strict conditions. We consider biperversities and prove that there is a Künneth theorem r…

2008-08-12abs ↗pdf ↗

Machine learning classification limits estimated using Kullback-Leibler divergence and Cohen's Kappa.

problem Estimating the best possible performance of machine learning classification algorithms.
method Relating Kullback-Leibler divergence to Cohen's Kappa and using the Chernoff-Stein Lemma to estimate error rates.
result Classification algorithms could not have performed any better due to underlying probability density functions for the two classes.

A new stable similarity measure for time series using persistent homology.

problem Constructing a robust measure of time series similarity.
method Persistent homology for stability, bi-conditional periodicity score for similarity.
result Stability of the bi-conditional periodicity score under perturbations and dimension reduction.

We review the state of the art of our understanding of the conformal geometry of the irrational rotation algebra. This was sparked by a paper by Cohen and Connes. We review the more recent progress made by Connes and the second named author and the work of the authors of this review.

2018-10-24abs ↗pdf ↗

We introduce a basis of the Orlik-Solomon algebra labeled by chambers, so called chamber basis. We consider structure constants of the Orlik-Solomon algebra with respect to the chamber basis and prove that these structure constants recover D. Cohen's minimal complex from the Aomoto complex.

2007-03-25abs ↗pdf ↗

Cohen et al. (2021) show GD trajectories align on a bifurcation diagram.

problem Understanding the Edge of Stability (EoS) phenomenon in gradient descent.
method Empirical studies and rigorous mathematical proofs for two-layer networks and single-neuron networks.
result GD trajectories align on a specific bifurcation diagram independent of initialization.

Researchers prove a method to upgrade Morse-Bott homology to stable homotopy invariants.

problem Proving a method to upgrade Morse-Bott homology to stable homotopy invariants rigorously.
method Rigorous construction of stable normal framings and proof of stable homotopy type recovery.
result The stable homotopy type recovers Σ∞+M and Thom spectra for all reduced KO-theory classes.

Geometric observables detect financial regime shifts with high accuracy.

problem Detecting regime shifts in financial markets.
method Extracted four geometric observables from equity-index returns and evaluated them against various baseline methods.
result The Berry Phase Rate achieves an unbiased out-of-sample median Cohen's d of 0.72, significantly reducing false alarms.

Study on Ricci-Yamabe solitons on Walker manifolds.

problem Characterizing Walker manifolds for Ricci-Yamabe solitons.
method Explicit calculation of Ricci tensor, scalar curvature, and Hessian Perelman potential; solving partial differential equations.
result Identifying constraints on functions and vector field for soliton existence.

A new ODE model explains gradient descent dynamics near edge of stability.

problem Understanding gradient-based training over non-convex landscapes.
method Rod Flow, a new ODE approximation of GD dynamics.
result Rod Flow accurately predicts critical sharpness threshold and self-stabilization in quartic potentials.

Donaldson has shown that the moduli space of monopoles MkM_k is diffeomorphic to the space $\Rat_k$ of based rational maps from the two-sphere to itself. We use this diffeomorphism to give an explicit description of the bundle on $\Rat_k$ obtained by pushing out the index bundle from MkM_k. This gives an alternative an…

1994-07-15abs ↗pdf ↗

Study reveals uniform difference in stretch factors between genus two handlebody group and outer automorphism group.

problem Analyzing the relationship between stretch factors in genus two handlebody group and outer automorphism group.
method Examined natural homomorphism from genus g handlebody group to outer automorphism group of free groups, focusing on pseudo-Anosov mapping classes and their stretch factors.
result Minimum stretch factor in genus two handlebody group is less than ten times the stretch factor of fully irreducible outer automorphism.

Recently R. Cohen and V. Godin have proved that the homology of the free loop space of a closed oriented manifold with coefficients in a field has the structure of a Frobenius algebra without counit. In this short note we prove that when the characteristic of the field is zero and when the manifold is 1-connected the a…

2004-07-01abs ↗pdf ↗

We generalize Cohen & Jones & Segal's flow category whose objects are the critical points of a Morse function and whose morphisms are the Morse moduli spaces between the critical points to an n-category. The n-category construction involves repeatedly doing Morse theory on Morse moduli spaces for which we have to const…

2017-03-30abs ↗pdf ↗

The classical Rankin-Cohen brackets are bi-differential operators from C(R)×C(R)C^\infty(\mathbb R)\times C^\infty(\mathbb R) into C(R) C^\infty(\mathbb R). They are covariant for the (diagonal) action of SL(2,R){\rm SL}(2,\mathbb R) through principal series representations. We construct generalizations of these operators, replacing…

2018-09-17abs ↗pdf ↗

We refine Cohen and Lustig's description of centralisers of Dehn twists of free groups. We show that the centraliser of a Dehn twist of a free group has a subgroup of finite index that has a finite classifying space. We describe an algorithm to find a presentation of the centraliser. We use this algorithm to give an ex…

2012-06-25abs ↗pdf ↗

The two-category with three-manifolds as objects, h-cobordisms as morphisms, and diffeomorphisms of these as two-morphisms, is extremely rich; from the point of view of classical physics it defines a nontrivial topological model for general relativity. A rather striking amount of work on pseudoisotopy theory [Hatcher, …

2004-07-07abs ↗pdf ↗

In his Inventiones paper, Ziller (Invent. Math: 1-22, 1977) computed the integral homology as a graded abelian group of the free loop space of compact, globally symmetric spaces of rank 1. Chas and Sullivan (String Topology, 1999)showed that the homology of the free loop space of a compact closed orientable manifold ca…

2011-04-27abs ↗pdf ↗

Study evaluates three class imbalance techniques across diverse datasets.

problem Class imbalance in binary classification tasks.
method Synthetic Minority Over-sampling Technique (SMOTE), Class Weights tuning, Decision Threshold Calibration.
result Decision Threshold Calibration is the most consistently effective technique.

The McCool group, denoted PΣnPΣ_n, is the group of pure symmetric automorphisms of a free group of rank nn. The cohomology algebra H(PΣn,Q)H^*(PΣ_n, \mathbb{Q}) was determined by Jensen, McCammond and Meier. We prove that H(PΣn,Q)H^*(PΣ_n, \mathbb{Q}) is a non-Koszul algebra for n4n \geq 4, which answers a question of Cohen and Pr…

2014-07-17abs ↗pdf ↗