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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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51102153204 · Jun 202019922001200920172026
48 results for survey mapping

AI-assisted interviews allow respondents to describe experiences naturally, but mapping those accounts into structured survey variables is fallible.

problem Mapping AI-assisted interview responses into structured survey variables is fallible.
method Adaptive Matrix Validation (AMV) is proposed, which involves mapping responses into tabular data and using a small set of structured questions for statistical adjustment.
result The estimator calibrates mapped values using validation answers from other respondents and corrects remaining error with validation answers observed for the target respondent.

This survey covers in our opinion the most important results in the theory of continuous selections of multivalued mappings (approximately) from 2002 through 2012. It extends and continues our previous such survey which appeared in Recent Progress in General Topology, II, which was published in 2002. In comparison, our…

2014-01-10abs ↗pdf ↗

Survey of group actions on hyperbolic spaces, focusing on mapping class groups and Out(F_n).

problem Understanding the large scale geometry of mapping class groups and Out(F_n) using their actions on hyperbolic spaces.
method Analysis of hyperbolic groups and construction of projection complexes.
result Significant understanding of Out(F_n) lags behind mapping class groups.

In this note we survey recent results on the extrinsic geometry of the Jacobian locus inside Ag\mathsf{A}_g. We describe the second fundamental form of the Torelli map as a multiplication map, recall the relation between totally geodesic subvarieties and Hodge loci and survey various results related to totally geodesic…

2018-09-17abs ↗pdf ↗

Survey of minimal generating sets for nonorientable mapping class groups.

problem Challenges in generating minimal sets for nonorientable surfaces.
method Detailed analysis of various generating sets, including torsions, involutions, and commutators.
result For large genus, both Mod(Ng)\mathrm{Mod}(N_{g}) and Tg\mathcal{T}_{g} are generated by two elements.

The theme of this survey is that subgroups of the mapping class group of a finite type surface S can be studied via the geometric/dynamical properties of their action on the Thurston compactification of the Teichmuller space of S, just as discrete subgroups of the isometries of hyperbolic space can be studied via their…

2007-02-14abs ↗pdf ↗

Survey of performative prediction, a machine learning setup causing distribution shifts.

problem Machine learning models causing shifts in the environment they predict.
method Classification of performative prediction settings based on distribution map information.
result Introduction of new solution concepts and theoretical analyses.

In this paper we survey results on the existence of holomorphic embeddings and immersions of Stein manifolds into complex manifolds. Most results pertain to proper maps into Stein manifolds. We include a new result saying that every continuous map XYX\to Y between Stein manifolds is homotopic to a proper holomorphic em…

2017-09-17abs ↗pdf ↗

Let S be a compact oriented surface. A homology cobordism of S is a cobordism C between two copies of S, such that both the "top" inclusion and the "bottom" inclusion of S in C induce isomorphisms in homology. Homology cobordisms of S form a monoid, into which the mapping class group of S embeds by the mapping cylinder…

2010-03-12abs ↗pdf ↗

In this article we survey, and make a few new observations about, the surprising connection between sub-monoids of mapping class groups and interesting geometry and topology in low-dimensions.

2015-04-08abs ↗pdf ↗

This survey studies equivariant harmonic maps arising from Higgs bundles. We explain the non-abelian Hodge correspondence and focus on the role of equivariant harmonic maps in the correspondence. With the preparation, we review current progress towards some open problems in the study of equivariant harmonic maps.

2018-09-15abs ↗pdf ↗

This paper reviews MDS, Sammon mapping, and Isomap, explaining their theory and applications.

problem Exploring multidimensional data structures and mappings.
method Explains classical MDS, metric MDS, kernel classical MDS, Sammon mapping, Isomap, and their applications.
result Detailed understanding of MDS, Sammon mapping, and Isomap methods.

Survey of Laplacian-based methods for data dimensionality reduction and embedding.

problem Efficiently reducing high-dimensional data to lower dimensions while preserving important features and structures.
method Laplacian-based methods including spectral clustering, Laplacian eigenmap, locality preserving projection, graph embedding, and diffusion map.
result Comprehensive overview of various optimization variants and applications of Laplacian-based techniques.

Survey explores interactions between four conformal dynamics branches.

problem Understanding complex dynamics through different mathematical concepts.
method Examples and general results with technical tools.
result Dynamical relations between Schwarz reflection parameter spaces and anti-rational maps/ reflection groups.

Nielsen reduction is an algorithm which decomposes any automorphism of a free group into a product of elementary Nielsen transformations. While this may be applied to a mapping class of a surface Sg,1S_{g,1} with one boundary component, the resulting decomposition in general will not have a topological interpretation. In…

2010-10-25abs ↗pdf ↗

A new era in radioastronomy will begin with the upcoming large-scale surveys planned at the Australian Square Kilometre Array Pathfinder (ASKAP). ASKAP started its Early Science program in October 2017 and several target fields were observed during the array commissioning phase. The SCORPIO field was the first observed…

2019-09-13abs ↗pdf ↗

This note reviews some of the recent work on biharmonic conformal maps (see \cite{OC}, Chapter 11, for a detailed survey). It will be focused on biharmonic conformal immersions and biharmonic conformal maps between manifolds of the same dimension and their links to isoparametric functions and Yamabe type equations, tho…

2019-09-10abs ↗pdf ↗

This chapter surveys minimal generating sets for mapping class groups of orientable surfaces.

problem Determining minimal generating sets for mapping class groups.
method Exploration of classical and recent results, including new findings for specific cases.
result For even number of punctures p8p\geq 8, the group Mod(Σ13,p)\mathrm{Mod}(Σ_{13,p}) is generated by three involutions.

This is a brief survey of the research performed by Grandata Labs in collaboration with numerous academic groups around the world on the topic of human mobility. A driving theme in these projects is to use and improve Data Science techniques to understand mobility, as it can be observed through the lens of mobile phone…

2018-12-03abs ↗pdf ↗

Bayesian method finds voids in galaxy surveys with deep neural networks.

problem Finding genuine matter underdensities in sparse galaxy surveys is underconstrained.
method Deep graph neural network evolves 'test particles' to sample from stochastic void definitions.
result Trained model performs well and finds Bayes-optimal void mappings.