arXiv research

Geometric structures are lifted to higher tangent bundles preserving statistical properties.

In studies of smooth maps with good differential topological conditions such as immersions, embeddings, Morse functions and their higher dimensional versions including fold maps and application to geometry, especially algebraic and differential topology of manifolds, liftings or desingulizations of maps of appropriate …

Given a slice regular function $f:Ω\subset\mathbb{H}\to \mathbb{H}$, with $Ω\cap\mathbb{R}\neq \emptyset$, it is possible to lift it to a surface in the twistor space $\mathbb{CP}^{3}$ of $\mathbb{S}^4\simeq \mathbb{H}\cup \{\infty\}$ (see~\cite{gensalsto}). In this paper we show that the same result is true if one rem…

Introduces Hurewicz fibrations for embedding maps of orbifold charts.

Despite the recent successes of deep neural networks, the corresponding training problem remains highly non-convex and difficult to optimize. Classes of models have been proposed that introduce greater structure to the objective function at the cost of lifting the dimension of the problem. However, these lifted methods…

Develops a new algebraic framework for differential geometry of infinite dimensional spaces.

Study improves density estimation for compact domains using $h$-lifted KL divergence.

We analyze variational inference for highly symmetric graphical models such as those arising from first-order probabilistic models. We first show that for these graphical models, the tree-reweighted variational objective lends itself to a compact lifted formulation which can be solved much more efficiently than the sta…

Researchers lift knot coloring polynomial to Habiro ring.

Using the theory of group action, we first introduce the concept of the automorphism group of an exponential family or a graphical model, thus formalizing the general notion of symmetry of a probabilistic model. This automorphism group provides a precise mathematical framework for lifted inference in the general expone…

The paper explores transferring functions from one data space to another.

We detail the construction of a weak Poisson bracket over a submanifold of a smooth manifold M with respect to a local foliation of this submanifold. Such a bracket satisfies a weak type Jacobi identity but may be viewed as a usual Poisson bracket on the space of leaves of the foliation. We then lift this weak Poisson …

Two approximate lifted variational methods for hybrid domains improve inference scalability and accuracy.

Proposes a new loss function for causal machine-learning.

Existence and rigidity results for lifts in Carnot groups.

Proposes neural dynamic mode decomposition for end-to-end modeling of nonlinear dynamics.

Study lift metrics and connections on tangent bundles of Riemannian manifolds.

This paper has three objectives. First to recall the link between the classical Legendre-Fenschel transformation and a useful isomorphism between 1-jets of functions on a vector bundle and on its dual. As a particular consequence we obtain the classical isomorphism between the cotangent bundle of the tangent bundle $T^…

Construct geometric interpretation of Heston model using group quantization.

A Reeb space is defined as the space of all the connected components of inverse images of a smooth map, which is a fundamental tool in studying smooth manifolds using generic smooth maps whose codimensions are not positive such as Morse functions, their higher dimensional versions including fold maps and general stable…

A new method to rescale ReLU neural networks based on path-lifting.

Study small-time CLTs for stochastic Volterra equations with various kernels.

In this paper, we define a complete lift for semisprays. If $S$ is a semispray on a manifold $M$, its complete lift is a new semispray $S^c$ on $TM$. The motivation for this lift is two-fold: First, geodesics for $S^c$ correspond to the Jacobi fields for $S$, and second, this complete lift generalizes and unifies previ…

In this paper for a given Banach, possibly infinite dimensional, manifold $M$ we focus on the geometry of its iterated tangent bundle $T^rM$, $r\in {\N}\cup\{\infty\}$. First we endow $T^rM$ with a canonical atlas using that of $M$. Then the concepts of vertical and complete lifts for functions and vector fields on $T^…

Unified approach to constructing integrable systems using Stäckel lifts.

SOBER framework optimizes Bayesian optimization tasks efficiently.

The article classifies liftings of connections on differential manifolds for geodesic modeling.

Maps can be embedded in higher dimensions if they lift to embeddings in product spaces.

In the present paper, we study complete and vertical lifts of tensor fields from a smooth manifold $M$ to its Weil bundle $T^A M$ defined by a Frobenius Weil algebra $A$. For a Poisson manifold $(M,w)$, we show that the complete lift $w^C$ and the vertical lift $w^V$ of the Poisson tensor $w$ are Poisson tensors on $T^…

The paper improves convergence rates of curvature approximations using Regge elements.

We give an explicit description and calculate the dimension of the vector space of linear natural liftings of $p$-forms on $n$-dimensional manifolds $M$ to $q$-forms on $T^{{\mathbb D}^r_k}M$, where ${\mathbb D}^r_k$ is the Weil algebra of $r$-jets at 0 of smooth functions ${\mathbb R}^k\longrightarrow{\mathbb R}$, for…

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,…

Study covers of sphere with homeomorphisms lifting property.

A method improves Cryo-EM 3D map refinement by regularizing rotation estimation.

The canonical trace and the Wodzicki residue on classical pseudodifferential operators on a closed manifold are characterised by their locality and shown to be preserved under lifting to the universal covering as a result of their local feature. As a consequence, we lift a class of spectral $ζ$-invariants using lifted …

The paper constructs Sasakian lifts from Kähler manifolds and studies their properties.

Symmetric function $L_{M,N}$ lifts torus link homology.

New quantum code lacks sparse lift.

Criteria for lifting manifold diffeomorphisms to vector bundle automorphisms.

Simple lifts of non-simple curves on surfaces.

This paper extends braid lifting to coloured braid groupoids for all simple disc covers.

We construct some lift of an almost complex structure to the cotangent bundle, using a connection on the base manifold. This generalizes the complete lift defined by I.Sato and the horizontal lift introduced by K.Yano and S.Ishihara. We study some geometric properties of this lift and its compatibility with symplectic …

Proves harmonicity equivalence on manifold metrics.

In Finsler geometry the complete lift vector fields have distinguished geometric significance. For example a vector field on a Finsler manifold is said to be conformal if its complete lift is conformal in usual sense. In this work we define a new Riemannian or Pseudo-Riemannian metric on TM derived from a Finsler metri…

The Eisenhart lift connects Hamiltonian systems to geodesics in pp-wave spacetimes.

Survey of twistor lifts of surfaces in 4-dimensional spaces.

Study of lifting maps in branched covers of 3-manifolds, showing non-injectivity.

Develops a new bidding system to maximize advertiser profit.