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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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50100149199 · Jun 202019922001200920172026
48 results for L-infinity metrics

Motivated by families of formal moduli problems, in this note we generalize the notion of L-infinity space by allowing sheaves of L-infinity algebras over any (reasonable) nilpotent dg manifold. We discuss various examples including those coming from Lie algebroids. Given a Lie algebroid, we show that there is an L-inf…

2016-03-22abs ↗pdf ↗

We define the notion of action of an L-infinity algebra gg on a graded manifold MM, and show that such an action corresponds to a homological vector field on g[1]×Mg[1] \times M of a specific form. This generalizes the correspondence between Lie algebra actions on manifolds and transformation Lie algebroids. In particula…

2012-02-13abs ↗pdf ↗

We develop further the approach to derived differential geometry introduced in Costello's work on the Witten genus. In particular, we introduce several new examples of L-infinity spaces, discuss vector bundles and shifted symplectic structures on L-infinity spaces, and examine in some detail the example of derived loop…

2014-04-22abs ↗pdf ↗

Multisymplectic geometry admits an operation that has no counterpart in symplectic geometry, namely, taking the product of two multisymplectic manifolds endowed with the wedge product of the multisymplectic forms. We show that there is an L-infinity-embedding of the L-infinity-algebra of observables of the individual f…

2015-04-30abs ↗pdf ↗

The Deligne groupoid is a functor from nilpotent differential graded Lie algebras concentrated in positive degrees to groupoids; in the special case of Lie algebras over a field of characteristic zero, it gives the associated simply connected Lie group. We generalize the Deligne groupoid to a functor gamma from L-infin…

2004-04-01abs ↗pdf ↗

This paper upgrades Khovanov homology to an L-infinity module structure.

problem Exploring Khovanov homology with L-infinity algebra structures.
method Developed an L-infinity algebra structure on sl2(∧) and showed annular Khovanov homology is an L-infinity module over it.
result The annular Khovanov homology of a link L is an L-infinity module over sl2(∧) up to quasi-isomorphism.

Given an n-term L-infinity algebra L, we construct a Kan simplicial manifold which we think of as the 'Lie n-group' integrating L. This extends work of Getzler math.AT/0404003 . In the case of an ordinary Lie algebra, our construction gives the simplicial classifying space of the corresponding simply connect Lie group.…

2006-03-23abs ↗pdf ↗

Associated to any manifold equipped with a closed form of degree >1 is an `L-infinity algebra of observables' which acts as a higher/homotopy analog of the Poisson algebra of functions on a symplectic manifold. In order to study Lie group actions on these manifolds, we introduce a theory of homotopy moment maps. Such a…

2013-04-07abs ↗pdf ↗

We define a manifold MM where objects cMc\in M are curves, which we parameterize as c:S1Rnc:S^1\to R^n (n2n\ge 2, S1S^1 is the circle). Given a curve cc, we define the tangent space TcMT_cM of MM at cc including in it all deformations h:S1Rnh:S^1\to R^n of cc. In this paper we study geometries on the manifold of curves, pr…

2006-04-30abs ↗pdf ↗

In the first chapter, we give a precise and general description of gerbes valued in arbitrary crossed module and over an arbitrary differential stack. We do it using only Lie groupoids, hence ordinary differential geometry, by considering differential stacks as being Lie groupoids up to Morita equivalence. We prove the…

2013-10-17abs ↗pdf ↗

We establish a higher generalization of super L-infinity-algebraic T-duality of super WZW-terms for super p-branes. In particular, we demonstrate spherical T-duality of super M5-branes propagating on exceptional-geometric 11d super spacetime.

2018-03-15abs ↗pdf ↗

Improved training boosts certified robustness of L-infinity distance nets.

problem Certified robustness of L-infinity distance nets is not as strong as conventional networks.
method Improved training process combining scaled cross-entropy and clipped hinge loss with a decaying mixing coefficient.
result Certified accuracy of L-infinity distance nets improved from 33.30% to 40.06% on CIFAR-10.

The paper constructs manifolds without smooth psc metrics but with L\mathrm{L}^\infty-metrics that are psc outside singular points.

problem Constructing manifolds without smooth positive scalar curvature metrics.
method Constructing manifolds with point singularities and L\mathrm{L}^\infty-metrics that are psc outside the singular set.
result Examples of manifolds with point singularities that do not admit smooth psc metrics but do admit L\mathrm{L}^\infty-metrics that are psc outside the singular set.

The work of Oh and Park ([OP]) on the deformation problem of coisotropic submanifolds opened the possibility of studying a large and interesting class of foliations with some explicit geometric tools. These tools assemble into the structure of an L-infinity algebra on the shifted foliation complex (Ω^*[1](\fol), d_\fol…

2008-05-16abs ↗pdf ↗

We consider a class of learning problems regularized by a structured sparsity-inducing norm defined as the sum of l_2- or l_infinity-norms over groups of variables. Whereas much effort has been put in developing fast optimization techniques when the groups are disjoint or embedded in a hierarchy, we address here the ca…

2011-04-11abs ↗pdf ↗

New LL_\infty liftings derived from Chern-Simons classes for coherent sheaves.

problem Liftings of semiregularity maps for coherent sheaves on complex manifolds.
method Introducing Chern-Simons classes for curved DG-pairs and proving canonical liftings.
result Canonical LL_\infty liftings of Buchweitz-Flenner semiregularity maps.

A manifold is multisymplectic, or more specifically n-plectic, if it is equipped with a closed nondegenerate differential form of degree n+1. In our previous work with Baez and Hoffnung, we described how the `higher analogs' of the algebraic and geometric structures found in symplectic geometry should naturally arise i…

2010-05-13abs ↗pdf ↗

Adversarial examples are of wide concern due to their impact on the reliability of contemporary machine learning systems. Effective adversarial examples are mostly found via white-box attacks. However, in some cases they can be transferred across models, thus enabling them to attack black-box models. In this work we ev…

2019-07-14abs ↗pdf ↗

We introduce the notions of Atiyah class and Todd class of a differential graded vector bundle with respect to a differential graded Lie algebroid. We prove that the space of vector fields on a dg-manifold with homological vector field QQ admits a structure of L-infinity algebra with the Lie derivative LQL_Q as unary …

2015-02-10abs ↗pdf ↗

Homotopy equivalence between formalities with different covariant derivatives.

problem Formality of Dolgushev depends on covariant derivative choice.
method Proved homotopy equivalence of LL_\infty-morphisms twisted by gauge equivalent elements.
result Globalized formalities with different covariant derivatives are homotopic.

We define and study the degeneration property for BV-infinity algebras and show that it implies that the underlying L-infinity algebras are homotopy abelian. The proof is based on a generalisation of the well-known identity Δ(e^x)=e^x(Δ(x)+[x,x]/2) which holds in all BV algebras. As an application we show that the high…

2013-04-23abs ↗pdf ↗

Study rational homotopy types of embedding spaces of manifolds.

problem Understanding the rational homotopy types of embedding spaces of manifolds.
method Express rational homotopy types through combinatorially defined L-infinity algebras of diagrams.
result Expressed the rational homotopy type of connected components of embedding spaces.

We generalize to the homotopy case a result of K. Mackenzie and P. Xu on relation between Lie bialgebroids and Poisson geometry. For a homotopy Poisson structure on a supermanifold MM, we show that (TM,TM)(TM, T^*M) has a canonical structure of an LL_{\infty}-bialgebroid. (Higher Koszul brackets on forms introduced earlie…

2019-09-11abs ↗pdf ↗

The paper studies deformations of Lagrangian submanifolds using algebraic tools.

problem Deformation theory of Lagrangian submanifolds in symplectic geometry.
method Graded versions of the Darboux Theorem and Weinstein's Lagrangian tubular neighbourhood Theorem, attaching an LL_\infty-algebra to each submanifold.
result Controls the deformation theory of Lagrangian NQNQ-submanifolds using an LL_\infty-algebra.

The paper connects connections on sheaves to an LL_{\infty} morphism lifting semiregularity maps.

problem Understanding connections on sheaves and their relationship to semiregularity maps.
method Proves a canonical association of a connection of type (1,0) on a sheaf to an LL_{\infty} morphism.
result Establishes a connection between connections on sheaves and an LL_{\infty} morphism lifting semiregularity maps.

New neural network design resists small \ell_\infty-norm adversarial perturbations.

problem Vulnerability of neural networks to small \ell_\infty-norm adversarial perturbations.
method Designing \ell_\infty-dist neurons and constructing \ell_{\infty}-dist nets, proving their 1-Lipschitz property and expressive power.
result Certified robustness of \ell_{\infty}-dist nets with state-of-the-art performance on various datasets.

New algebraic structure derived from Hopf algebra and Drinfel'd twist.

problem Developing a new algebraic structure from existing mathematical concepts.
method Extending LL_\infty-algebra to a Hopf algebra, twisting with Drinfel'd twist, and identifying Hopf morphisms and braided morphisms.
result Braided LL_\infty-algebra is derived from the process.

The paper proves a generalized inverse function theorem for curved LL_\infty spaces.

problem Proving a generalized inverse function theorem for curved LL_\infty spaces.
method Obstruction theory for LL_\infty homomorphisms and homotopy transfer theorem for curved LL_\infty algebras.
result A morphism of curved LL_\infty spaces which is a quasi-isomorphism at a point has a local homotopy inverse.

Framework combines adversarial training and provable robustness for neural networks.

problem Training certifiably robust neural networks with provable robustness guarantees.
method Formulates joint optimization problem with adversarial and provable robustness objectives; develops gradient-descent technique.
result Consistently matches or outperforms prior approaches for provable l infinity robustness on MNIST and CIFAR-10.

The paper extends Chern-Weil-Lecomte map to LL_{\infty}-algebras.

problem Defining characteristic classes for LL_{\infty}-algebra extensions.
method Using the Chern-Weil-Lecomte map to define characteristic classes in an LL_{\infty}-algebra setting.
result Unified definition of several known cohomology classes.

This paper reinterprets Khovanov-Sano symmetries using BV formalism.

problem Understanding symmetries in equivariant Khovanov homology.
method Identifying Shumakovitch operator as a BV Laplacian and proving LL_{\infty}-algebra structure.
result Construction of an intrinsic LL_{\infty}-algebra on the Khovanov-Sano complex.