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48 results for Cohen's d

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 ↗

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.

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.

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.

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.

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 ↗

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 ↗

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 ↗

Study generalizes non-interaction theorems for relativistic systems.

problem Understanding interactions in relativistic and non-relativistic systems.
method Generalizes non-interaction theorems for Lorentz violating systems and Galilei invariant systems.
result Extends analysis to very special relativity and anisotropic systems.

Using intersection theory in the context of Hilbert manifolds and geometric homology we show how to recover the main operations of string topology built by M. Chas and D. Sullivan. We also study and build an action of the homology of reduced Sullivan's chord diagrams on the singular homology of free loop spaces, extend…

2003-06-04abs ↗pdf ↗

A two-step approach efficiently selects hyperparameters for FCMs.

problem Efficiently selecting hyperparameters for FCMs in a computationally expensive process.
method Two-step sequential approach: first estimate context length k, then estimate α.
result The proposed method achieves comparable compression performance to exhaustive search but with reduced computational cost.

Study on hyperbolic manifolds finds measures of Laplace eigenfunctions restricted to cosphere bundles.

problem Analyzing semiclassical measures on hyperbolic manifolds.
method Adapting Dyatlov and Jin's argument to higher dimensions and using Ratner theory.
result Semiclassical measures' support contains the cosphere bundle of a compact totally geodesic submanifold.

By studying spaces of flow graphs in a closed oriented manifold, we construct operations on its cohomology, parametrized by the homology of the moduli spaces of compact Riemann surfaces with boundary marked points. We show that the operations satisfy the gluing axiom of an open homological conformal field theory. This …

2013-05-02abs ↗pdf ↗

We study the string topology of a closed oriented Riemannian manifold M. We describe a compact moduli space of diagrams, and show how the cellular chain complex of this space gives algebraic operations on the singular chains of the free loop space LM of M. These operations are well-defined on the homology of a quotient…

2011-11-15abs ↗pdf ↗

In 1999 Chas and Sullivan showed that the homology of the free loop space of an oriented manifold admits the structure of a Batalin-Vilkovisky algebra. In this paper we give a complete description of this Batalin-Vilkovisky algebra for complex projective spaces. This builds on a description of the ring structure that i…

2009-08-07abs ↗pdf ↗

We develop a theory of parametrized geometric cobordism by introducing smooth Thom stacks. This requires identifying and constructing a smooth representative of the Thom functor acting on vector bundles equipped with extra geometric data, leading to a geometric refinement of the the Pontrjagin-Thom construction in stac…

2017-09-03abs ↗pdf ↗

We give a computer free proof of the Deligne, Cohen and deMan formulas for the dimensions of the irreducible gg-modules appearing in the tensor powers of gg, where gg ranges over the exceptional complex simple Lie algebras. We give additional dimension formulas for the exceptional series, as well as uniform dimensio…

2001-07-04abs ↗pdf ↗

We show that if G×MMG\times M \to M is a cohomogeneity one action of a compact connected Lie group GG on a compact connected manifold MM then HG(M)H^*_G(M) is a Cohen-Macaulay module over H(BG)H^*(BG). Moreover, this module is free if and only if the rank of at least one isotropy group is equal to the rank of GG. We deduce …

2011-10-28abs ↗pdf ↗