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arXiv research

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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48 results for operation complexity

The paper classifies real hypersurfaces with a specific Jacobi operator in complex Grassmannians.

problem Classifying real hypersurfaces with a particular Jacobi operator.
method Introducing and classifying real hypersurfaces with a quadratic Killing structure Jacobi operator.
result A classification theorem for Hopf real hypersurfaces with quadratic Killing structure Jacobi operator.

Working over a pseudo-Riemannian manifold, for each vector bundle with connection we construct a sequence of three differential operators which is a complex (termed a Yang-Mills detour complex) if and only if the connection satisfies the full Yang-Mills equations. A special case is a complex controlling the deformation…

2006-06-16abs ↗pdf ↗

This is the second part in a series of two papers. The kk-Dirac complex is a complex of differential operators which are natural to a particular 2|2|-graded parabolic geometry. In this paper we will consider the kk-Dirac complex over a homogeneous space of the parabolic geometry and as a first result, we will prove …

2017-05-29abs ↗pdf ↗

The Plebański complex is a differential operator that squares to the Laplacian and is composed of two Dirac operators.

problem The Plebański complex studies the linearization of equations for hyper-Kähler manifolds.
method Defined and studied properties of the Plebański complex, showing it fits into the elliptic complex framework.
result The Plebański complex is an elliptic differential operator that squares to the Laplacian and is composed of two Dirac operators.

Paper proves non-existence of certain hypersurfaces in complex quadric.

problem Non-existence of Hopf real hypersurfaces with parallel normal Jacobi operator.
method Introducing C\mathcal C-parallel and Reeb parallel normal Jacobi operators, proving non-existence theorems.
result Non-existence of Hopf real hypersurfaces with C\mathcal C-parallel normal Jacobi operator.

The paper classifies Hopf hypersurfaces in complex quadrics with commuting Jacobi operators.

problem Characterizing Hopf real hypersurfaces with commuting Jacobi operators.
method Investigating the commuting property between normal and structure Jacobi operators.
result A remarkable classification of Hopf real hypersurfaces in the complex quadric with commuting Jacobi operators.

Unique inhomogeneous ruled hypersurface found in complex hyperbolic space.

problem Classifying ruled real hypersurfaces with constant norm.
method Analyzing nonflat complex space forms, proving existence and uniqueness.
result Existence of a unique inhomogeneous example in complex hyperbolic space.

Study the boundary operator property on simplicial complexes, proving essential properties for Hodge theory.

problem Characterize the boundary operator property =0\partial\partial = 0 on simplicial complexes.
method Characterization in 2\ell^2 terms of recurrence of links, defining relative cohomology, and proving harmonic eigenforms.
result Essential properties for Hodge theory, including weak decomposition and existence of harmonic eigenforms.

Study on eigenvalues of complex Hessian operator on pseudoconvex manifolds.

problem Eigenvalue problem for complex Hessian operator on pseudoconvex manifolds.
method Established C1,1C^{1,1}-regularity and uniqueness of the first eigenfunction, derived variational formula for the first eigenvalue.
result Derivation of a bifurcation-type theorem and geometric bounds for the eigenvalue.

The study shows conditions for Kähler manifolds to have rational cohomology of complex projective space.

problem Conditions for Kähler manifolds to have rational cohomology of complex projective space.
method Analyzing the Calabi curvature operator and its positivity conditions.
result Compact Kähler manifolds with specific curvature conditions have rational cohomology of complex projective space.

The paper constructs a complex for the Dirac operator in 4 dimensions.

problem Constructing a complex for the Dirac operator in 4 dimensions.
method Using the Penrose transform, the paper constructs a relative BGG complex and its direct image.
result An explicit construction of a complex starting with the Dirac operator in any number of variables.

Mixtures of neural operators reduce active complexity in operator learning.

problem Reduction of active complexity in operator learning models.
method Constructive comparison between routed mixtures of neural operators (MoNOs) and a fixed single-neural-operator construction.
result Every scalar uniformly continuous nonlinear operator can be approximated by a MoNO whose active expert has smaller depth, width, and rank scaling.

Let (X,h)(X,h) be a compact and irreducible Hermitian complex space of complex dimension v>1v>1. In this paper we show that the Friedrichs extension of both the Laplace-Beltrami operator and the Hodge-Kodaira Laplacian acting on functions has discrete spectrum. Moreover we provide some estimates for the growth of the corre…

2017-06-16abs ↗pdf ↗

PCA-Net combines PCA and neural networks for operator approximation, with new bounds on complexity.

problem Developing approximation theory for PCA-Net architecture.
method Combines PCA and neural networks, derives universal approximation results and lower bounds on complexity.
result PCA-Net can overcome the curse of parametric complexity for specific operators.

New operators generalize Michelsohn's on almost Hermitian manifolds.

problem Generalizing differential operators to almost Hermitian manifolds.
method Introducing two differential operators on sections of the complex Clifford bundle over compact almost Hermitian manifolds.
result Surprising Kähler-like symmetries in the kernel of the Laplacians of these operators.

Near-optimal rates for multi-task learning with shared representations.

problem Approximation and statistical complexity of learning multiple operators.
method Multiple Neural Operators (MNO) architecture and comparison with DeepONet.
result Near-optimal upper and lower bounds for approximation and generalization.

Study classifies real hypersurfaces in complex projective spaces based on Lie derivatives and structure Jacobi operator properties.

problem Classifying real hypersurfaces based on Lie derivatives and structure Jacobi operator properties.
method Defined a tensor field RξT(k)R_{ξ_T}^{(k)} from structure Jacobi operator RξR_ξ and Lie derivative, and studied its symmetry and skew-symmetry.
result Obtained classifications of real hypersurfaces for which RξT(k)R_{ξ_T}^{(k)} is either symmetric or skew symmetric.

A notion of up and down Grover walks on simplicial complexes are proposed and their properties are investigated. These are abstract Szegedy walks, which is a special kind of unitary operators on a Hilbert space. The operators introduced in the present paper are usual Grover walks on graphs defined by using combinatoria…

2017-06-29abs ↗pdf ↗

New methods solve MI problems with locally Lipschitz operators, improving solution efficiency.

problem Solving monotone inclusions with locally Lipschitz continuous operators.
method Primal-dual extrapolation methods using backtracking line search.
result Improved operation complexity for solving MI problems.

FNOs learn solution operators of dissipative equations efficiently via spectral methods.

problem Learning and approximation of solution operators for dissipative equations.
method Introducing spectral methods and deriving FNO approximation bounds and sample complexity guarantees.
result Polynomial sample complexity guarantees for FNOs learning solution operators of dissipative equations.

Study shows neural operators can efficiently solve complex reaction-diffusion systems.

problem Efficiently solving nonlinear reaction-diffusion systems using neural operators.
method Laplacian-based neural operators applied to a generalized Gierer-Meinhardt system.
result Explicit approximation error bounds established for neural operators in terms of network parameters.

We show that the exterior derivative operator on a symplectic manifold has a natural decomposition into two linear differential operators, analogous to the Dolbeault operators in complex geometry. These operators map primitive forms into primitive forms and therefore lead directly to the construction of primitive cohom…

2010-11-04abs ↗pdf ↗

Proves the Hodge conjecture for complex projective manifolds.

problem Proving the Hodge conjecture for complex projective manifolds.
method Utilizing the Dirac-Dolbeault operator and Nash-Moser generalized inverse function theorem.
result Existence of complex submanifolds whose fundamental classes span rational Hodge classes.

Study optimal holomorphic extensions on complex manifolds with transitivity property.

problem Optimal holomorphic extensions on complex manifolds with transitivity property.
method Use Toeplitz operators and transitivity property for optimal holomorphic extensions.
result Transitivity property of optimal holomorphic extensions with small defect.

We show that elliptic complexes of (pseudo)differential operators on smooth compact manifolds with boundary can always be complemented to a Fredholm problem by boundary conditions involving global pseudodifferential projections on the boundary (similarly as the spectral boundary conditions of Atiyah, Patodi and Singer …

2015-10-08abs ↗pdf ↗

Study complex structures with perturbed differential operators to compute curvature-like operators and obtain vanishing results.

problem Analyzing complex structures with perturbed differential operators.
method Perturbing the standard differential operator to a first-order operator DηD_η and computing Bochner-Kodaira-Nakano-type formulae.
result Obtained vanishing results for certain harmonic spaces and Dolbeault cohomology.

Determines algebra structure of complex differential forms operators.

problem Identifying the algebra structure of differential operators on complex-valued differential forms.
method Shows it is the universal enveloping algebra of a graded Lie algebra and determines its cohomology.
result Determines the cohomology of the graded Lie algebra with respect to various inner differentials.

In this paper, we introduce a new commuting condition between the structure Jacobi operator and symmetric (1,1)-type tensor field TT, that is, RξφT=TRξφR_ξφT=TR_ξφ, where T=AT=A or T=ST=S for Hopf hypersurfaces in complex hyperbolic two-plane Grassmannians. By using simultaneous diagonalzation for commuting symmetric operators…

2016-01-25abs ↗pdf ↗