arXiv research

The paper connects Riemann surface deformations with integrable Whitham hierarchies.

In this paper we study some geometrical objects (d-tensors, multi-time semisprays of polymomenta and nonlinear connections) on the dual 1-jet vector bundle $J^{1*}(\cal{T}, M)\to \cal{T}\times M$. Some geometrical formulas, which connect the last two geometrical objects, are also derived. Finally, a canonical nonlinear…

Study on estimating CCA with stochastic methods and sample complexity.

New algorithms improve CCA with stochastic approximation.

Geometric Capsule Autoencoders group 3D points into parts and objects.

Paper extends CCA for multiview learning, improving performance.

The aim of the present paper is to provide an \emph{intrinsic} investigation of the properties of the most important geometric objects associated with the fundamental linear connections in Finsler geometry. We investigate intrinsically the most general relations concerning the torsion tensor fields and the curvature te…

The study characterizes Euclidean submanifolds with a conformal canonical vector field.

BLOCCS improves sparse CCA for better interpretation of multi-omics data.

The paper geometrically characterizes graded manifolds and proves the Frobenius theorem.

In this paper we provide a \emph{global} investigation of the geometry of parallelizable manifolds (or absolute parallelism geometry) frequently used for application. We discuss the different linear connections and curvature tensors from a global point of view. We give an existence and uniqueness theorem for a remarkab…

We explain how deformation theories of geometric objects such as complex structures, Poisson structures and holomorphic bundle structures lead to differential Gerstenhaber or Poisson algebras. We use homological perturbation theory to obtain $A_{\infty}$ algebra structures and some canonically defined deformations of s…

Machine learning identifies 'canonical sectors' in US stocks.

The Lagrangian description of mechanical systems and the Legendre Transformation (considered as a passage from the Lagrangian to the Hamiltonian formulation of the dynamics) for point-like objects, for which the infinitesimal configuration space is TM, is based on the existence of canonical symplectic isomorphisms of d…

Study the relationship between canonical polynomials and elliptic sequences for elliptic singularities.

Method learns symmetries in curves without augmentation.

Paper proposes new metrics to quantify CCA estimation loss and characterizes minimax rates.

Study smooth structures and stratifications on orbit spaces of Lie groupoids.

A refined form of the `Folk Theorem' that a smooth action by a compact Lie group can be (canonically) resolved, by iterated blow up, to have unique isotropy type was established by the authors in the context of manifolds with corners; the canonical construction induces fibrations on the boundary faces of the resolution…

The book develops a new bordism-theoretic approach to understanding orientations of moduli spaces.

Paper introduces hybrid curves moduli space and canonical measures.

The paper shows objective derivatives are covariant derivatives on Riemannian metrics.

Proposes GCCA for detecting latent relations in multiview data with sparse structures.

A hybrid approach links fMRI data to deep features for visual category decoding.

End-to-end CCA optimizes both discriminative and latent space projections for multi-view learning.

A new method for clearing liability networks using sheaves on directed hypergraphs.

In this paper we continue to study equivariant pencil liftings and differential operators on the algebra of densities. We emphasize the role that the geometry of the extended manifold plays. Firstly we consider basic examples. We give a projective line of diff($M$)-equivariant pencil liftings for first order operators,…

The principal objective in this paer is to study the relationship between the old kingdom of differential geometry (the category of smooth manifolds) and its new kingdom (the category of functors on the category of Weil algebras to some smooth category). It is shown that the canonical embedding of the old kingdom into …

We show that for a generic simple closed curve C in the asymptotic boundary of a Gromov hyperbolic 3-space with cocompact metric X, there exist a unique least area plane P in X with asymptotic boundary C. This result has interesting topological applications for constructions of canonical 2-dimensional objects in 3-mani…

We introduce a notion of p-rough integrator on any Banach manifolds, for any $p\geq 1$, which plays the role of weak geometric Holder p-rough paths in the usual Banach space setting. The awaited results on rough differential equations driven by such objects are proved, and a canonical representation is given if the man…

The purpose of this paper is to present the construction of a canonical determinant functional on elliptic pseudodifferential operators associated to the Guillemin-Wodzicki residue trace. The resulting functional is multiplicative, a local invariant, and not defined by a regularization procedure. The residue determinan…

Two new methods for analyzing repeated measures data using embeddings into Reproducing Kernel Hilbert Spaces.

A notion of an algebroid - a generalization of a Lie algebroid structure is introduced. We show that many objects of the differential calculus on a manifold M associated with the canonical Lie algebroid structure on T^M can be obtained in the framework of a general algebroid. Also a compatibility condition which leads,…

Gradient descent works well for large NNs due to convexity in a transformed space.

Sparse coding improves reinforcement learning representations.

Introduces symplectic hopfoids and their relation to double Lie groupoids.

New duality concept for vector spaces and groupoids.

In this paper, we deal with a generalization of the geometry of parallelizable manifolds, or the absolute parallelism (AP-) geometry, in the context of generalized Lagrange spaces. All geometric objects defined in this geometry are not only functions of the positional argument $x$, but also depend on the directional ar…

In this paper, we study Absolute Parallelism (AP-) geometry on the tangent bundle $TM$ of a manifold $M$. Accordingly, all geometric objects defined in this geometry are not only functions of the positional argument $x$, but also depend on the directional argument $y$. Moreover, many new geometric objects, which have n…

The objective of the present paper (the second in a series of four) is to give a theory of multivector and extensor fields on a smooth manifold M of arbitrary topology based on the powerful geometric algebra of multivectors and extensors. Our approach does not suffer the problems of earlier attempts which are restricte…

New geometric objects generalize Lie groupoids, with nontrivial tangent bundle properties.

We recall the main facts about the odd Laplacian acting on half-densities on an odd symplectic manifold and discuss a homological interpretation for it suggested recently by P. {Š}evera. We study the relationship of odd symplectic geometry with classical objects. We show that the Berezinian of a canonical transformatio…

New sparse CCA method finds interpretable associations in multi-view data.

Abstract: Generalizes stability theories over toric varieties and Novikov type rings.

We describe an interesting relation between Lie 2-algebras, the Kac-Moody central extensions of loop groups, and the group $\mathrm{String}(n)$. A Lie 2-algebra is a categorified version of a Lie algebra where the Jacobi identity holds up to a natural isomorphism called the "Jacobiator". Similarly, a Lie 2-group is a c…

Generalizes Tulczyjew triples for contact manifolds in Hamiltonian and Lagrangian formalisms.

A new method for learning manifolds efficiently using canonical basis functions.

This article is an expanded version of talks given by the authors in Oberwolfach, Bochum, and at the Fano Conference in Torino. Some new results (e. g. the material concerning flag varieties, Quot spaces over $¶^1$, and the generalized quiver representations) were included. The main goal is the construction of gauge th…