On-device research index

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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5 results for “multi-connectivity”

Learning-Based Link Scheduling in Millimeter-wave Multi-connectivity Scenarioseess.SP

Learning-based link scheduling improves network performance in millimeter-wave multi-connectivity.

problem Efficient link scheduling is crucial for maximizing network performance in millimeter-wave multi-connectivity.

method A learning-based approach to predict optimal link scheduling.

result The learning-based solution outperforms base line methods and approaches the optimal solution.

link scheduling millimeter-wave multi-connectivity learning QoS

2020-03-02abs ↗pdf ↗

The Mathematics Behind Spectral Clustering And The Equivalence To PCAstat.ML

This paper explains spectral clustering and its equivalence to PCA, breaking it into fully connected and multi-connected cases.

problem Understanding the mathematics behind spectral clustering and its equivalence to PCA.

method Dividing spectral clustering into two categories based on graph connectivity and proving the equivalence to PCA.

result Spectral clustering and PCA are equivalent, with specific proofs for fully connected and multi-connected graphs.

spectral clustering PCA graph Laplacian eigenvectors equivalence

2021-03-01abs ↗pdf ↗

Szegö-Weinberger type inequalities for symmetric domains in simply connected space formsmath.DG

Study proves inequalities for eigenvalues of symmetric domains in space forms.

problem Eigenvalue problem for Laplacian on symmetric domains in space forms.

method Symmetry assumptions on domain, proof of inequalities for eigenvalues.

result Proves Szegö-Weinberger type inequalities for first n positive Neumann eigenvalues.

Eigenvalues Symmetric domains Space forms Neumann problem

2022-02-22abs ↗pdf ↗

Khovanov homology: pro-tangles, derived colimits and spectral sequencesmath.GT

Khovanov homology for pro-tangles and spectral sequences

problem Developing a framework for Khovanov homology for pro-tangles and spectral sequences

method Using pro-tangles, simplicial presheaves, and spectral sequences

result Establishing a fully faithful embedding and an algebraic spectral sequence for pro-tangles

pro-tangles Khovanov homology simpliicial presheaves spectral sequences tangle TQFT

2026-06-11abs ↗pdf ↗

Computation of free boundary minimal surfaces via extremal Steklov eigenvalue problemsmath.SP

Numerical methods solve Steklov eigenvalue problems to generate free boundary minimal surfaces.

problem Generating free boundary minimal surfaces using Steklov eigenvalue problems.

method Maximizing Steklov eigenvalues over a class of metrics, using conformal uniformization and gradient-based optimization.

result Numerical solutions for free boundary minimal surfaces with various boundary components.

free boundary minimal surfaces Steklov eigenvalue problems numerical optimization conformal uniformization boundary-weighted eigenvalue problems

2020-07-29abs ↗pdf ↗