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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.

168,657 papers · 148 categories

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57115172229 · Jun 202019922001200920172026
48 results for bilinear form

Generalization of twistor spinors to Kähler manifolds which are called Kählerian twistor spinors are considered. We find the differential equation satisfied by the bilinear forms of Kählerian twistor spinors. We show that the bilinear form equation reduces to Kählerian conformal Killing-Yano equation under special cond…

2018-11-26abs ↗pdf ↗

The theory of harmonic symmetric bilinear forms on a Riemannian manifold is an analogue of the theory of harmonic exterior differential forms on this manifold. To show this, we must consider every symmetric bilinear form on a Riemannian manifold as a one-form with values in the cotangent bundle of this manifold. In thi…

2019-08-06abs ↗pdf ↗

Generalizes Riemann's results on flat coordinates for non-symmetric bilinear forms.

problem Finding flat coordinates for non-symmetric bilinear forms.
method Provides explicit necessary and sufficient conditions for a tensor field of type (0,2) to be flat.
result Explicit conditions for a tensor field to have constant entries in local coordinates.

Constructs a bilinear form from a quasimorphism on symplectic manifold groups.

problem Understanding symplectic group properties through quasimorphisms and bilinear forms.
method Develops machinery to construct a real-valued bilinear form from a quasimorphism on the commutator subgroup of symplectic group.
result The constructed bilinear form b\mathfrak{b} controls extendability of quasimorphisms and triviality of characteristic classes.

Unified bounds for sketched bilinear forms in machine learning and statistics.

problem Uniform bounds on sketched bilinear forms for modern analyses.
method Generic chaining and new techniques for handling suprema over pairs of sets.
result Improved convergence bounds for sketched Federated Learning and bandit algorithms.

We provide a diagrammatic computation for the bilinear form, which is defined as the pairing between the (relative) cup products with every local coefficients and every integral homology 2-class of every links in the 3-sphere. As a corollary, we construct bilinear forms on the twisted Alexander modules of links.

2016-02-02abs ↗pdf ↗

The paper defines Z-graded hom-Lie superalgebras and explores their properties.

problem Understanding the structure and properties of Z-graded hom-Lie superalgebras.
method Definition and exploration of Z-graded hom-Lie superalgebras, invariant bilinear forms, and simplicity conditions.
result Maximal and minimal Z-graded hom-Lie superalgebras for local hom-Lie superalgebras are identified, and conditions for simplicity are checked.

Consider a smooth manifold with a smooth metric which changes bilinear type from Riemann to Lorentz on a hypersurface ΣΣ with radical tangent to ΣΣ. Two natural bilinear symmetric forms appear there, and we use it to analyze the geometry of ΣΣ. We show the way in which these forms control the smooth extensibility ov…

2003-06-10abs ↗pdf ↗

We introduce invariants of Hurwitz equivalence classes with respect to arbitrary group GG. The invariants are constructed from any right GG-modules MM and any GG-invariant bilinear function on MM, and are of bilinear forms. For instance, when GG is the mapping class group of the closed surface, Mg\mathcal{M}_g, w…

2016-11-14abs ↗pdf ↗

Let VV be a finite dimensional vector space over a field FF of characteristic different from 2, and let QQ be a nondegenerate, symmetric, bilinear form on VV. Let C(V,Q)C\ell(V,Q) be the Clifford algebra determined by VV and QQ. The bilinear form QQ extends in a natural way to a nondegenerate, symmetric, bilinear fo…

2017-01-25abs ↗pdf ↗

New mathematical proposal for TQFTs using TMF-modules.

problem Constructing new types of TQFTs at the intersection of topology, algebra, physics, and homotopy theory.
method Defines TMF-modules associated with symmetric bilinear forms and assigns them to closed 3-manifolds and maps of TMF-modules to 4-dimensional cobordisms.
result Invariants of 4-manifolds arising from 6-dimensional superconformal field theories, conjecturally generalizing the theta function of a lattice.

In this note we prove the following three algebraic facts which have applications in the theory of holonomy groups and homogeneous spaces: Any irreducibly acting connected subgroup $G \subset Gl(n,\rr)$ is closed. Moreover, if GG admits an invariant bilinear form of Lorentzian signature, GG is maximal, i.e. it is con…

2005-07-04abs ↗pdf ↗

Fine-grained action segmentation in long untrimmed videos is an important task for many applications such as surveillance, robotics, and human-computer interaction. To understand subtle and precise actions within a long time period, second-order information (e.g. feature covariance) or higher is reported to be effectiv…

2019-06-03abs ↗pdf ↗

We generalize a theorem of Bismut-Zhang, which extends the Cheeger-Mueller theorem on Ray-Singer torsion and Reidemeister torsion, to the case where the flat vector bundle over a closed manifold carries a nondegenerate symmetric bilinear form. As a consequence, we prove the Burghelea-Haller conjecture which gives an an…

2006-10-19abs ↗pdf ↗

Develops a bialgebra theory for post-Lie algebras using geometric interpretations and bilinear forms.

problem Characterizing and understanding post-Lie algebras and their associated structures.
method Utilizes Manin triples and generalized Hessian Lie groups to define and characterize post-Lie algebras with nondegenerate symmetric invariant bilinear forms.
result Establishes a bialgebra theory for post-Lie algebras via the Manin triple approach, including new algebraic structures like pp-post-Lie algebras.

We consider the equations, arising as the conformal invariance conditions of the perturbed curved beta-gamma system. These equations have the physical meaning of Einstein equations with a B-field and a dilaton on a hermitian manifold, where the B-field 2-form is imaginary and proportional to the canonical form associat…

2007-08-05abs ↗pdf ↗

The paper studies geometric structures on SL(n,R) induced by the Killing form.

problem Understanding geometric structures on SL(n,R) induced by the Killing form.
method Constructing manifolds, studying Poisson-commutation relations, and solving Hamiltonian systems.
result Explicit solutions of Hamiltonian systems for n=2.

Via a non degenerate symmetric bilinear form we identify the coadjoint representation with a new representation and so we induce on the orbits a simplectic form. By considering Hamiltonian systems on the orbits we study some features of them and finally find commuting functions under the corresponding Lie-Poisson brack…

2003-01-28abs ↗pdf ↗

The second fundamental form of Riemannian geometry is generalised to the case of a manifold with a linear connection and an integrable distribution. This bilinear form is generally not symmetric and its skew part is the torsion. The form itself is closely related to the shape map of the connection. The codimension one …

2015-06-04abs ↗pdf ↗

New estimator stabilizes higher-order influence functions for bilinear forms.

problem Stability issues in estimating bilinear forms using higher-order influence functions.
method Proposes a new stabilized higher-order estimator for a class of bilinear forms without sample splitting.
result New estimator exhibits more stable finite-sample performance compared to the empirical higher-order estimator.

Given a closed, oriented surface M, the algebraic intersection of closed curves induces a symplectic form Int(.,.) on the first homology group of M. If M is equipped with a Riemannian metric g, the first homology group of M inherits a norm, called the stable norm. We study the norm of the bilinear form Int(.,.), with r…

2013-02-19abs ↗pdf ↗

Defines metric bundles for manifold geometries, unifying various types of metrics.

problem Unified framework for various types of metrics on manifolds.
method Formalizes metric bundles and defines open fiberwise cones for nondegenerate symmetric bilinear forms.
result Unified framework subsumes Riemannian and pseudo-Riemannian metrics, and extends to other structures.

This paper extends Dabrowski-Sitarz-Zalecki theorems to manifolds with boundary.

problem Generalizing theorems to manifolds with boundary.
method Extending results of Dabrowski etc. to 4D oriented Riemannian manifolds with boundary.
result Proof of Dabrowski-Sitarz-Zalecki type theorems for manifolds with boundary.

Opers were introduced by Beilinson-Drinfeld [arXiv:math.AG/0501398]. In [J. Math. Pures Appl. 82 (2003), 1-42] a higher rank analog was considered, where the successive quotients of the oper filtration are allowed to have higher rank. We dedicate this paper to introducing and studying generalized BB-opers (where "BB"…

2019-11-26abs ↗pdf ↗

In this review, basic definitions of spin geometry are given and some of its applications to supersymmetry, supergravity and condensed matter physics are summarized. Clifford algebras and spinors are defined and the first-order differential operators on spinors which lead to the definitions of twistor and Killing spino…

2018-01-22abs ↗pdf ↗

Hyperplane hashing aims at rapidly searching nearest points to a hyperplane, and has shown practical impact in scaling up active learning with SVMs. Unfortunately, the existing randomized methods need long hash codes to achieve reasonable search accuracy and thus suffer from reduced search speed and large memory overhe…

2012-06-18abs ↗pdf ↗

This paper presents a novel unifying framework of bilinear LSTMs that can represent and utilize the nonlinear interaction of the input features present in sequence datasets for achieving superior performance over a linear LSTM and yet not incur more parameters to be learned. To realize this, our unifying framework allo…

2019-10-23abs ↗pdf ↗

New algorithm reduces regret in graphical bilinear bandits.

problem Optimizing decisions in a network of agents playing bilinear games.
method Optimism in the face of uncertainty principle applied to combinatorial NP-hard problem.
result Upper bound of ildeO(T) ilde{O}(\sqrt{T}) on αα-regret demonstrated.

A Hermitian symplectic manifold is a complex manifold endowed with a symplectic form ωω, for which the bilinear form ω(I,)ω(I\cdot,\cdot) is positive definite. In this work we prove ddcdd^c-lemma for 1- and (1,1)-forms for compact Hermitian symplectic manifolds of dimension 3. This shows that Albanese map for such manifol…

2015-06-24abs ↗pdf ↗

The GANs are generative models whose random samples realistically reflect natural images. It also can generate samples with specific attributes by concatenating a condition vector into the input, yet research on this field is not well studied. We propose novel methods of conditioning generative adversarial networks (GA…

2016-11-04abs ↗pdf ↗

Develops methods for fair classification under linear disparity constraints.

problem Disparate impacts of machine learning algorithms on protected groups.
method Bayes-optimal fair classification methods via pre-, in-, and post-processing.
result Explicit forms of Bayes-optimal fair classifiers under linear disparity measures.

Algorithm identifies bilinear dynamical systems from noisy data.

problem Learning a realization of a partially observed bilinear dynamical system.
method Regression of outputs to highly correlated covariates for Markov-like parameters.
result High probability error bounds on identification algorithm under uniform stability assumption.

Bilinear MLPs offer a new way to interpret deep learning models without complex nonlinearities.

problem Lack of mechanistic understanding in how MLPs compute.
method Introduced bilinear MLPs without element-wise nonlinearities, analyzed their weights using tensor and eigendecomposition.
result Bilinear MLPs provide interpretable weight structures and enable adversarial attacks and overfitting analysis.