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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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19375674 · Jun 202019922001200920182026
48 results for Markov grove

Wavelet-based fANOVA method improves factor analysis.

problem Efficiently analyzing functional data with multiple factors.
method Bayesian hierarchical model with spike-and-slab mixture and NIG conjugate setup, combined with Markov grove graphical model.
result Method outperforms existing wavelet-domain fANOVA methods in various settings.

New models improve machine learning accuracy and transparency in finance.

problem Black-box machine learning models lack interpretability in regulated industries.
method Introducing generalized groves of neural additive models with clear feature categories and interactions.
result Generalized groves of neural additive models achieve high accuracy with predominantly linear and sparse nonlinear components.

The Grove-Searle theorem on 2d manifolds with 8 or less symmetry groups has positive Euler characteristic.

problem Proving positive Euler characteristic for 2d manifolds with specific symmetry groups.
method Direct proof and analysis of fixed point components N with geodesic properties.
result Fixed point components N have amazing geodesic properties and can be S^2, RP^2, CP^d, HP^d, etc.

New proof and weaker conditions for a characterization of relatively hyperbolic groups.

problem Characterizing relatively hyperbolic groups via bounded cohomology.
method Exploiting Groves and Manning's results, providing a new proof and weaker conditions.
result Opposite implication proved under weaker hypotheses.

The paper addresses monotonicity in machine learning models for fairness and accountability.

problem Ensuring fairness and accountability in transparent machine learning models.
method Study of three types of monotonicity (individual, weak pairwise, strong pairwise) and propose monotonic groves of neural additive models.
result Monotonic groves of neural additive models maintain transparency, accountability, and fairness.

New RL approach learns dynamic VCG mechanisms in unknown MDP environments.

problem Learning dynamic VCG mechanisms in unknown MDP environments.
method Reward-free online RL for exploration, combined with function approximation.
result Regret bound of O~(T2/3)\tilde{\mathcal{O}}(T^{2/3}) for dynamic VCG mechanism learning.

We compute the Eells-Kuiper invariant of the Berger manifold SO(5)/SO(3) and determine that it is diffeomorphic to the total space of an S^3-bundle over S^4. This answers a question raised by K. Grove and W. Ziller.

2002-04-30abs ↗pdf ↗

The VCG mechanism prevents energy market monopolies by estimating producer bids.

problem Preventing energy market monopolies with profit-maximizing producers.
method Vickrey-Clarke-Groves (VCG) mechanism applied to energy market optimization.
result The VCG method ensures efficient allocation and market prices without price manipulation.

In this paper we construct infinitely many examples of a Riemannian submersion from a simple, compact Lie group GG with bi-invariant metric onto a smooth manifold that cannot be a quotient of GG by a group action. This partially addresses a question of K. Grove's about Riemannian submersions from Lie groups.

2009-10-22abs ↗pdf ↗

New auction design uses statistical learning to reduce costs and improve fairness.

problem Designing efficient multi-item auctions with reduced implementation costs and fairness.
method Nonparametric density estimation for credible intervals, two new strategies.
result Strategies consistently outperform alternative methods in revenue maximization and cost reduction.

We classify the total spaces of bundles over the four sphere with fiber a three sphere up to orientation preserving and reversing homotopy equivalence, homeomorphism and diffeomorphism. These total spaces have been of interest to both topologists and geometers. It has recently been shown by Grove and Ziller that each o…

2000-04-24abs ↗pdf ↗

Ricci flow deforms metrics with positive curvature to include negative curvature.

problem Preserving positive sectional curvature under Ricci flow in dimension four.
method Evolved cohomogeneity one metrics on S4S^4 and CP2\mathbb C P^2 via Ricci flow.
result Metrics with positive sectional curvature lose this property under Ricci flow.

Researchers prove a complex geometric conjecture about certain manifolds.

problem Compact simply connected Riemannian manifolds with nonnegative sectional curvature.
method Assumption of entire Grauert tube and real analytic structure.
result Compact simply connected Riemannian manifolds with entire Grauert tube are rationally elliptic.

Gromov showed that there is an upper bound on the Betti numbers of all closed Riemannian n-manifolds of nonnegative sectional curvature. Grove asked whether such manifolds (if simply connected) fall into only finitely many rational homotopy types. We give a negative answer, in fact in dimension 6, which is the smallest…

2002-09-13abs ↗pdf ↗

We prove that cubulated hyperbolic groups are virtually special. The proof relies on results of Haglund and Wise which also imply that they are linear groups, and quasi-convex subgroups are separable. A consequence is that closed hyperbolic 3-manifolds have finite-sheeted Haken covers, which resolves the virtual Haken …

2012-04-12abs ↗pdf ↗

We first show that a Laplace isospectral family of Riemannian orbifolds, satisfying a lower Ricci curvature bound, contains orbifolds with points of only finitely many isotropy types. If we restrict our attention to orbifolds with only isolated singularities, and assume a lower sectional curvature bound, then the numbe…

2003-01-30abs ↗pdf ↗

The paper shows that the curvature of RP2 is constant iff all geodesics are closed. Therefore RP2 is the first known manifold with only one G-structure. It took quiete a long time to find such a manifold. The author shows only that if all geodesics are closed then there are infinitely many simple closed geodesics. This…

2007-10-04abs ↗pdf ↗

Proves a 1930s Hopf conjecture about positive curvature manifolds.

problem Even-dimensional compact Riemannian manifolds with positive sectional curvature and high isometry rank.
method Reduces to a representation theoretic problem involving torus representations.
result Proves the Hopf conjecture under specific conditions.

We give new counterexamples to a question of Karsten Grove, whether there are only finitely many rational homotopy types among simply connected manifolds satisfying the assumptions of Gromov's Betti number theorem. Our counterexamples are homogeneous Riemannian manifolds, in contrast to previous ones. They consist of t…

2014-11-07abs ↗pdf ↗

We define a C^1 distance between submanifolds of a riemannian manifold M and show that, if a compact submanifold N is not moved too much under the isometric action of a compact group G, there is a G-invariant submanifold C^1-close to N. The proof involves a procedure of averaging nearby submanifolds of riemannian manif…

1999-08-25abs ↗pdf ↗

New rigidity results for manifolds with maximal symmetry rank and positive intermediate Ricci curvature.

problem Understanding the structure of manifolds with maximal symmetry rank and positive intermediate Ricci curvature.
method Recovering stronger topological rigidity results using higher intermediate Ricci curvatures and nontrivial fundamental groups.
result Stronger topological rigidity results for manifolds with maximal symmetry rank and positive intermediate Ricci curvature.

We build an augmentation of the Masur-Minsky marking complex by Groves-Manning combinatorial horoballs to obtain a graph we call the augmented marking complex, AM(S)\mathcal{AM}(S). Adapting work of Masur-Minsky, we prove that AM(S)\mathcal{AM}(S) is quasiisometric to Teichmüller space with the Teichmüller metric. A similar …

2013-09-16abs ↗pdf ↗

This is a survey on cohomogeneity one manifolds with positive curvature. We discuss the known examples of this type and their geometry and the functions that describe the metric. We also describe the classification of cohomogeneity one manifolds that can admit a metric with positive curvature due to Grove-Wilking-Zille…

2007-07-23abs ↗pdf ↗

Clarifies boundary criterion for non-one-ended subgroups in cubulation theory.

problem Boundary criterion for relative cubulation in non-one-ended subgroups.
method Showed that if boundary criterion is satisfied for a relatively hyperbolic group, the group admits a relatively geometric action on a CAT(0) cube complex.
result The refinement of the boundary criterion is useful for constructing new relative cubulations.

We give a characterization of critical points that allows us to define a metric invariant on all Riemannian manifolds MM with a lower sectional curvature bound and an upper radius bound. We show there is a uniform upper volume bound for all such manifolds with an upper bound on this invariant. We generalize results by…

2014-08-23abs ↗pdf ↗

Suppose that all hyperbolic groups are residually finite. The following statements follow: In relatively hyperbolic groups with peripheral structures consisting of finitely generated nilpotent subgroups, quasiconvex subgroups are separable; Geometrically finite subgroups of non-uniform lattices in rank one symmetric sp…

2008-11-25abs ↗pdf ↗

Generalizes tools for studying collapsed manifolds to new geometry.

problem Studying collapsed manifolds with bounded sectional curvature.
method Generalizes fibration and stability theorems for compact group actions on manifolds with local bounded Ricci covering geometry.
result Two generalized results used in Xiaochun Rong's work on almost flat manifolds.

Study geodesic curvature in 2D Alexandrov spaces, generalizing results from spaces with curvature above.

problem Geodesic curvature in Alexandrov spaces with curvature below.
method Comparison and rigidity theorems for geodesic curvatures.
result Generalized known results for geodesic curvature in spaces with curvature above.

In this paper we study 1/k-geodesics, those closed geodesics that minimize on any subinterval of length l(γ)/kl(γ)/k. We employ energy methods to provide a relationship between the 1/k-geodesics and what we define as the balanced points of the uniform energy. We show that classes of balanced points of the uniform energy pe…

2014-06-02abs ↗pdf ↗

In this paper, we give a new generalization of positive sectional curvature called positive weighted sectional curvature. It depends on a choice of Riemannian metric and a smooth vector field. We give several simple examples of Riemannian metrics which do not have positive sectional curvature but support a vector field…

2014-10-06abs ↗pdf ↗

In the framework of homological characterizations of relative hyperbolicity, Groves and Manning posed the question of whether a simply connected 22-complex XX with a linear homological isoperimetric inequality, a bound on the length of attaching maps of 22-cells and finitely many 22-cells adjacent to any edge must …

2015-01-06abs ↗pdf ↗