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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.

169,341 papers · 148 categories

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55110165220 · Jun 202019922001200920182026
48 results for KP type

Study finds metrics that admit Einstein-Weyl structures.

problem Investigating 3D near-horizon metrics for Einstein-Weyl structures.
method Examining 3D near-horizon metrics gNHg_{NH} for compatibility with 1-forms XX to form Einstein-Weyl structures.
result Explicit examples found, including Einstein-Weyl structures of KP and Hirota types.

Proves well-posedness of KP hierarchy using Frölicher Lie groups and formal pseudo-differential operators.

problem Well-posedness of the Kadomtsev-Petviashvili hierarchy in a smooth category.
method Combining Frölicher Lie groups, formal pseudo-differential operators, and Mulase factorization.
result Two proofs of well-posedness for the KP hierarchy in a smooth category.

Paper studies colored Alexander polynomials and their relation to KP soliton τ-functions.

problem Exploring group theoretic structures of colored HOMFLY polynomials in a specific limit.
method Perturbative analysis of SU(N)SU(N) Chern-Simons Wilson loops and their relation to KP soliton τ-functions.
result Colored Alexander polynomial is embedded in the action of KP generating function on soliton τ-function.

Topological recursion recovers a specific partition function for colored knots.

problem Recovering the extended Ooguri-Vafa partition function for colored HOMFLY-PT polynomials of torus knots.
method Applying topological recursion to the spectral curve of colored HOMFLY-PT polynomials of torus knots.
result Topological recursion reproduces the n-point functions of the extended Ooguri-Vafa partition function.

This paper compresses RNNs for IoT devices by 15-38x using Kronecker products.

problem Resource constraints on IoT devices make RNNs difficult to deploy.
method Kronecker product (KP) for compressing RNN layers by 15-38x with minimal accuracy loss.
result Kronecker product can compress RNNs by 50x when quantized to 8-bits.

A new framework using kernel packets overcomes limitations of state space models for multi-dimensional data.

problem Computational limitations of Gaussian process regression in large-scale applications.
method Kernel packet approach, identifying KPs via forward and backward state space representations.
result Exact, memory-efficient inference with linear-time training and logarithmic/predictive time.

This paper improves compression of large NLP models using doped Kronecker Products.

problem Accuracy loss when compressing large NLP tasks with Kronecker Products.
method Doping Kronecker Products with an overlay matrix to recover accuracy, and a new regularization scheme called co matrix dropout regularization (CMR).
result Compression of a large language model with LSTM layers of size 25 MB by 25x with 1.4% loss in perplexity score.

The classical Kaehler potential is a real-valued function (KP) such that one can determine a Kaehler (symplectic) structure by differentiating KP. We define a mirror Kaehler potential on Calabi-Yau 3-folds, a real-valued function (MKP) such that one can determine a complex structure by differentiating MKP.

2011-10-21abs ↗pdf ↗

Given a compact manifold NnN^n, an integer kNk \in \mathbb{N}_* and an exponent 1p<1 \le p < \infty, we prove that the class C(Qm;Nn)C^\infty(\overline{Q}^m; N^n) of smooth maps on the cube with values into NnN^n is dense with respect to the strong topology in the Sobolev space Wk,p(Qm;Nn)W^{k, p}(Q^m; N^n) when the homotopy group $π_…

2012-03-16abs ↗pdf ↗

Study on hypermaps and KP hierarchy, proving tau function and enumerative meaning.

problem Understanding the partition function of meromorphic functions on the Riemann sphere.
method Analysis of Hurwitz Dubrovin--Frobenius manifold structure and rational reductions of the KP hierarchy.
result The all genera partition function is a tau function of a rational reduction of the Kadomtsev--Petviashvili hierarchy.

Study bihamiltonian structures and Frobenius manifolds for specific Toda hierarchies.

problem Local bihamiltonian structures and Frobenius manifolds for asymmetric rational reductions of 2D-Toda hierarchy.
method Construct three-dimensional generalized Frobenius manifold, relate to other hierarchies via transformations.
result Explicit relation between RR2T and bi-graded Toda and constrained KP hierarchies.

FASJEM fast and scalable estimates multiple related sparse Gaussian Graphical Models.

problem Jointly estimating multiple sparse Gaussian Graphical Models for many related tasks under high-dimensional data.
method FASJEM uses an entry-wise approach with a proximal algorithm to optimize the model, achieving a consistent estimation with a convergence rate of O(log(Kp)/n_tot).
result FASJEM shows significant improvements in accuracy, computational complexity, and memory costs over baselines.

We use the consistency approach to classify discrete integrable 3D equations of the octahedron type. They are naturally treated on the root lattice Q(A3)Q(A_3) and are consistent on the multidimensional lattice Q(AN)Q(A_N). Our list includes the most prominent representatives of this class, the discrete KP equation and its S…

2010-11-15abs ↗pdf ↗

New hierarchies derived from KP hierarchy using non-formal operators and Yang-Mills action.

problem Formal solutions of KP hierarchy and their non-formal counterparts.
method Developed new hierarchies of non-linear equations on non-formal pseudo-differential operators.
result Expressed one hierarchy as Yang-Mills action minimization.

Discrete model of curve deformation using discrete nonlinear Schrödinger equation.

problem Deformation of discrete space curves.
method Discrete analogue of the local induction equation using the discrete nonlinear Schrödinger equation.
result Explicit formulas for smooth and discrete curves in terms of τ functions of the two-component KP hierarchy.

We consider streaming, one-pass principal component analysis (PCA), in the high-dimensional regime, with limited memory. Here, pp-dimensional samples are presented sequentially, and the goal is to produce the kk-dimensional subspace that best approximates these points. Standard algorithms require O(p2)O(p^2) memory; mea…

2013-06-28abs ↗pdf ↗

A Euclidean minimal torus with planar ends gives rise to an immersed Willmore torus in the conformal 3--sphere S3=R3{}S^3=\R^3\cup \{\infty\}. The class of Willmore tori obtained this way is given a spectral theoretic characterization as the class of Willmore tori with reducible spectral curve. A spectral curve of this type…

2012-12-20abs ↗pdf ↗

We propose a formally completely integrable extension of heat hierarchy based on the space of symmetries isomorphic to the Weyl algebra A1\mathcal{A}_1. The extended heat hierarchy will be the basic model for the analysis of the extension of KP hierarchy, and other integrable equations.

2014-01-19abs ↗pdf ↗

The quadric ansatz solves dKP equations in arbitrary dimensions, leading to Einstein-Weyl structures.

problem Characterizing solutions of the dispersionless KP equation in arbitrary dimensions.
method Quadric ansatz for the dKP equation, constructing Einstein-Weyl spaces.
result Explicit new family of Einstein-Weyl spaces constructed and characterized.

Solves Cauchy problem for a KP hierarchy on non-formal operators and relates to diffeomorphisms.

problem Solving the Cauchy problem for a Kadomtsev-Petviashvili hierarchy on non-formal operators.
method Introduces a version of the KP hierarchy on a regular Frölicher Lie group of non-formal pseudodifferential operators and solves its Cauchy problem.
result Establishes a link between the dressing operator and the action of diffeomorphisms and non-formal Sato-like operators on jet spaces.

This paper is focused on geometric aspects of two particular types of finite-variable reductions in the dispersionless Toda hierarchy. The reductions are formulated in terms of "Landau-Ginzburg potentials" that play the role of reduced Lax functions. One of them is a generalization of Dubrovin and Zhang's trigonometric…

2012-06-06abs ↗pdf ↗

This paper introduces modal epistemic tools for risk management.

problem Identifying and certifying risk claims when institutions lack the necessary epistemic stance.
method Develops crisp and fuzzy modal semantics for assurance and working commitment, distinguishing between object-level risk claims and meta-level epistemic diagnostics.
result Risk governance should model evidential incompleteness and failures of escalation, not just hazards and losses.

Generalization of the cross ratio to polarizations of linear finite and infinite-dimensional spaces (in particular to Sato Grassmannian) is given and explored. This cross ratio appears to be a cocycle of the canonical (tautalogical) bundle over the Grassmannian with coefficients in the sheaf of its endomorphisms. Opera…

2007-01-18abs ↗pdf ↗

The simplest non-trivial solutions of WDVV equations are A_n and B_n-potentials, which describe metrics of K.Saito on spaces of versal deformation of A_n and B_n-singularities. These are some polynomials, which were known for nn\leqslant 4. We find some recurrence relations, which give a possibility to find all A_n an…

1999-04-14abs ↗pdf ↗

Kernel Multigrid accelerates Back-fitting for additive Gaussian Processes.

problem Slow convergence of Back-fitting in training additive Gaussian Processes.
method Kernel Packets (KP) and Sparse Gaussian Process Regression (GPR) to enhance Back-fitting.
result Kernel Multigrid reduces the required iterations to O(logn)\mathcal{O}(\log n).

We briefly review the current situation with various relations between knot/braid polynomials (Chern-Simons correlation functions), ordinary and extended, considered as functions of the representation and of the knot topology. These include linear skein relations, quadratic Plucker relations, as well as "differential" …

2012-08-10abs ↗pdf ↗

Study on real hypersurfaces with special solitons in complex space forms.

problem Characterizing real hypersurfaces with ^*-Ricci solitons in non-flat complex space forms.
method Analyzing real hypersurfaces with ^*-Ricci solitons where the potential vector field is in the principal curvature space and holomorphic distribution.
result Characterized real hypersurfaces with ^*-Ricci solitons in non-flat complex space forms.

Research covers geometry, analysis, and integration on infinite-dimensional spaces.

problem Exploring geometric and analytical structures in infinite-dimensional settings.
method Analyzes numerical schemes, Lie groups, connections, and integration theory.
result Developed new methods for integration and analysis on infinite-dimensional manifolds.

This is an elementary and self--contained review of twistor theory as a geometric tool for solving non-linear differential equations. Solutions to soliton equations like KdV, Tzitzeica, integrable chiral model, BPS monopole or Sine-Gordon arise from holomorphic vector bundles over $T\CP^1$. A different framework is pro…

2009-02-02abs ↗pdf ↗

Proposes a new model for EHR data using time-dependent Gaussian processes.

problem Joint modeling of multiple clinical variables over time.
method Multivariate nonstationary Gaussian processes with time-varying parameters and posterior inference via HMC.
result The proposed model outperforms stationary models and reveals latent correlations predictive of patient risk.

The aim of this paper is to offer an overview of the most important applications of Jordan structures inside mathematics and also to physics, up-dated references being included. For a more detailed treatment of this topic see - especially - the recent book Iordanescu [364w], where sugestions for further developments ar…

2011-06-22abs ↗pdf ↗

We specify a result of Yokoi \cite{yo} by proving that if GG is an abelian group and XX is a homogeneous metric ANRANR compactum with dimGX=n\dim_GX=n and Hˇn(X;G)0\check{H}^n(X;G)\neq 0, then XX is an (n,G)(n,G)-bubble. This implies that any such space XX has the following properties: Hˇn1(A;G)0\check{H}^{n-1}(A;G)\neq 0 for every closed…

2014-03-18abs ↗pdf ↗

Paper provides conditions for local recovery of tensor data's Kronecker-structured dictionaries.

problem Local recovery of Kronecker-structured dictionaries for tensor data.
method Derives sufficient conditions for local recovery of coordinate dictionaries.
result Sufficient conditions guarantee recovery of individual coordinate dictionaries up to specified error.