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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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91182272363 · Jun 202019922001200920172026
48 results for invariant minimizers

Let (N,J) be a real 2n-dimensional nilpotent Lie group endowed with an invariant complex structure. A left-invariant Riemannian metric on N compatible with J is said to be minimal, if it minimizes the norm of the invariant part of the Ricci tensor among all compatible metrics on (N,J) with the same scalar curvature. In…

2013-09-13abs ↗pdf ↗

Develops methods for computing conformal invariants of submanifolds.

problem Computing conformal invariants of submanifolds.
method Direct construction of extrinsic ambient space, global invariants of conformally compact minimal submanifolds, introduction of conformal submanifold scalars.
result Derives an explicit Gauss--Bonnet--Chern-type formula and proves a rigidity result.

Study delta invariant of minimal generic curves on rational surfaces.

problem Recover delta invariant of curve germs from surface singularity topology.
method Explicit formulae for minimal generic curves on rational surfaces, proving delta invariant values for quotient singularities.
result Explicit formulae and values for delta invariant of minimal generic curves on rational surfaces.

GALA framework learns invariant graph representations via environment augmentation with minimal assumptions.

problem Learning invariant graph representations from different environments without additional assumptions.
method Developed GALA framework with minimal assumptions of variation sufficiency and consistency. Uses an assistant model to differentiate graph environment changes.
result Extracting maximally invariant subgraphs to proxy predictions identifies underlying invariant subgraphs for successful out-of-distribution generalization.

Study invariant minimizers in convex functions under amenable groups.

problem Finding invariant minimizers in convex functions invariant under amenable groups.
method Analyze smallest closed invariant convex subsets and apply to invariant optimality problem.
result Clarifies relations between equivariant neural networks and statistical theorems.

A left invariant metric on a nilpotent Lie group is called minimal, if it minimizes the norm of the Ricci tensor among all left invariant metrics with the same scalar curvature. Such metrics are unique up to isometry and scaling and the groups admitting a minimal metric are precisely the nilradicals of (standard) Einst…

2004-11-11abs ↗pdf ↗

We prove that the Gauss curvature and the curvature of the normal connection of any minimal surface in the four dimensional Euclidean space satisfy an inequality, which generates two classes of minimal surfaces: minimal surfaces of general type and minimal super-conformal surfaces. We prove a Bonnet-type theorem for st…

2008-06-20abs ↗pdf ↗

We introduce Invariant Risk Minimization (IRM), a learning paradigm to estimate invariant correlations across multiple training distributions. To achieve this goal, IRM learns a data representation such that the optimal classifier, on top of that data representation, matches for all training distributions. Through theo…

2019-07-05abs ↗pdf ↗

Proposes IIB for domain generalization, overcoming failure modes of IRM.

problem Domain generalization with nonlinear classifiers and pseudo-invariant features.
method Invariant Information Bottleneck (IIB) using mutual information and variational formulation.
result Significantly outperforms IRM on synthetic datasets and real-world benchmarks.

Let (N,J)(N, J) be a simply connected 2n2n-dimensional nilpotent Lie group endowed with an invariant complex structure. We define a left invariant Riemannian metric on NN compatible with JJ to be minimal, if it minimizes the norm of the invariant part of the Ricci tensor among all compatible metrics with the same scalar…

2013-02-26abs ↗pdf ↗

Proposes an alternative invariance penalty to address domain generalization issues.

problem Addressing domain generalization problems by finding invariant representations.
method Revisits the Gramian matrix of the data representation to propose an alternative invariance penalty.
result The proposed approach guarantees recovery of an invariant representation under mild conditions.

Minimal orbits of semi-simple Lie groups are studied and related to invariant subspaces.

problem Characterizing minimal orbits of semi-simple Lie groups.
method Analyzing projective orbits induced by representations of semi-simple Lie groups and relating them to invariant subspaces of the underlying modules.
result Minimal orbits of semi-simple Lie groups are in bijection with minimal orbits of compact subgroups on invariant subspaces.

In this paper a study of GG-minimality, i.e., minimality of four-manifolds equipped with an action of a finite group GG, is initiated. We focus on cyclic actions on CP2#CP2CP^2\# \overline{CP^2}, and our work shows that even in this simple setting, the comparison of GG-minimality in the various categories, i.e., locally …

2013-12-03abs ↗pdf ↗

In this note we define three invariants of contact structures in terms of open books supporting the contact structures. These invariants are the support genus (which is the minimal genus of a page of a supporting open book for the contact structure), the binding number (which is the minimal number of binding components…

2006-05-16abs ↗pdf ↗

We classify minimal hypersurfaces in Rn×SmR^n \times S^m, n,m2n,m \geq 2, which are invariant by the canonical action of O(n)×O(m)O(n) \times O(m). We also construct compact and noncompact examples of invariant hypersurfaces of constant mean curvature. We show that the minimal hypersurfaces and the noncompact constant mean curvatu…

2014-05-15abs ↗pdf ↗

Minimal conformal foliations on Lie groups are shown to be fibres of harmonic morphisms.

problem Characterizing minimal conformal foliations on Lie groups.
method Analyzing left-invariant semi-Riemannian metrics and harmonic morphisms.
result Minimal conformal foliations of codimension two are fibres of complex-valued harmonic morphisms.

The paper studies special crystallizations of 4-manifolds to minimize certain PL-invariants.

problem Minimizing combinatorially defined PL-invariants in crystallizations of compact 4-manifolds.
method Analysis of semi-simple and weak semi-simple crystallizations to minimize regular genus, Gurau degree, gem-complexity, and trisection genus.
result An original theorem on the minimization of PL-invariants for compact 4-manifolds with weak semi-simple crystallizations.

We study invariant submanifolds of manifolds endowed with a normal or complex metric contact pair with decomposable endomorphism field φφ. For the normal case, we prove that a φφ-invariant submanifold tangent to a Reeb vector field and orthogonal to the other one is minimal. For a φφ-invariant submanifold NN everyw…

2014-04-22abs ↗pdf ↗

IRM fails to improve over standard methods in complex settings.

problem Learning invariant features for out-of-distribution generalization.
method Analysis of Invariant Risk Minimization (IRM) and related approaches under a general model.
result IRM can fail catastrophically in non-linear settings, even when test data are similar to training distribution.

The study proves a generic multiplicity one theorem for GG-invariant minimal hypersurfaces.

problem Proving a generic multiplicity one theorem for GG-invariant minimal hypersurfaces.
method Equivariant min-max theory and analysis of GG-homology classes.
result Shows a generic multiplicity one theorem for GG-invariant minimal hypersurfaces.

Sharp lower bounds for modular invariants and Dehn twist coefficients in genus 2 and 3.

problem Finding sharp lower bounds for modular invariants and Dehn twist coefficients.
method Analyzing the relation between fractional Dehn twists and modular invariants, classifying pseudo-periodic maps, and proving rigidity properties.
result Sharp lower bounds for modular invariants and Dehn twist coefficients in genus 2 and 3.

The paper proves the existence of GG-invariant minimal hypersurfaces on certain Riemannian manifolds.

problem Existence of GG-invariant minimal hypersurfaces on specific Riemannian manifolds.
method Adapted Almgren-Pitts min-max theory to a GG-equivariant version.
result Existence of nontrivial closed smooth embedded GG-invariant minimal hypersurfaces.

Some elementary considerations are presented concerning Catenoids and their stability, separable minimal hypersurfaces, minimal surfaces obtainable by rotating shapes, determinantal varieties, minimal tori in S3, the minimality in Rnk of the ordered set of k orthogonal equal-length n-vectors, and U(1)-invariant minimal…

2019-03-28abs ↗pdf ↗

Investigates energy minimizers and critical points of scale-invariant tangent-point energies for knots.

problem Finding and characterizing minimizers and critical points of scale-invariant tangent-point energies for closed curves.
method Develops convergence and regularity theories based on fractional Sobolev spaces and new energy functionals.
result Minimizing sequences converge to locally critical embeddings in all but finitely many points, and locally critical embeddings are regular.