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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.

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4692137183 · Jun 202019922001200920172026
48 results for PL maps

In this article, we construct a crystallization of the mapping torus of some (PL) homeomorphisms f:MMf:M \to M for a certain class of PL-manifolds MM. These yield upper bounds for gem-complexity and regular genus of a large class of PL-manifolds. The bound for the regular genus is sharp for the mapping torus of some (PL…

2015-09-28abs ↗pdf ↗

If a continuous map f: X->Q is approximable arbitrary closely by embeddings X->Q, can some embedding be taken onto f by a pseudo-isotopy? This question, called Isotopic Realization Problem, was raised by Shchepin and Akhmet'ev. We consider the case where X is a compact n-polyhedron, Q a PL m-manifold and show that the …

2001-01-05abs ↗pdf ↗

Given a generic PL map or a generic smooth fold map f:NnMmf:N^n\to M^m, where mnm\ge n and 2(m+k)3(n+1)2(m+k)\ge 3(n+1), we prove that ff lifts to a PL or smooth embedding NM×RkN\to M\times\mathbb R^k if and only if its double point locus {(x,y)N×Nf(x)=f(y),xy}\{(x,y)\in N\times N\mid f(x)=f(y),\,x\ne y\} admits an equivariant map to Sk1S^{k-1}. As a coro…

2017-11-09abs ↗pdf ↗

Let M be a PL 2-manifold and X be a compact subpolyhedron of M and let E(X, M) denote the space of embeddings of X into M with the compact-open topology. In this paper we study an extension property of embeddings of X into M and show that the restriction map from the homeomorphism group of M to E(X, M) is a principal b…

2000-10-24abs ↗pdf ↗

Let GG be a Lie group and MM a smooth proper GG-manifold. Let pi:MtoM/Gpi:Mto M/G denote the natural map to the orbit space. Then there exist a PL manifold PP, a polyhedron LL and homeomorphisms tau:PtoMtau:Pto M and σ:M/GtoLσ:M/Gto L such that $σ\circpi\circτ$ is PL. If MM and the GG-action are of analytic class, we can choose su…

2010-04-23abs ↗pdf ↗

PLS-Lasso integrates dimension reduction into regression for financial index tracking.

problem Dimension reduction and regression are traditionally treated separately in multivariate data analysis.
method PLS-Lasso integrates dimension reduction directly into the regression process, presenting two formulations: PLS-Lasso-v1 and PLS-Lasso-v2.
result PLS-Lasso-v1 and PLS-Lasso-v2 outperform Lasso in financial index tracking.

We describe an algorithm to subdivide automatically a given set of PL n-manifolds (via coloured triangulations or, equivalently, via crystallizations) into classes whose elements are PL-homeomorphic. The algorithm, implemented in the case n=4, succeeds to solve completely the PL-homeomorphism problem among the catalogu…

2014-08-02abs ↗pdf ↗

The purpose of this note is to attract attention to the following conjecture (metastable rr-fold Whitney trick) by clarifying its status as not having a complete proof, in the sense described in the paper. Assume that D=D1DrD=D_1\sqcup\ldots\sqcup D_r is disjoint union of rr disks of dimension ss, f:DBdf:D\to B^d a proper …

2017-02-14abs ↗pdf ↗

Suppose M is a noncompact connected PL 2-manifold. In this paper we study the topological property of the triple (H(M)_0, H^PL(M)_0, H^PL, c(M)_0), where H(M)_0 is the identity component of the homeomorphism group {\cal H}(M) of M with the compact-open topology, and H^PL(M)_0 and H^PL, c(M)_0 are the identity component…

2000-10-24abs ↗pdf ↗

The purpose of this note is to scrutinize the proof of Burago and Zalgaller regarding the existence of PLPL isometric embeddings of PLPL compact surfaces into R3\mathbb{R}^3. We conclude that their proof does not admit a direct extension to higher dimensions. Moreover, we show that, in general, PLPL manifolds of dimens…

2010-09-29abs ↗pdf ↗

There are 2^n possible resolutions of a smooth pseudodiagram with n precrossings. If we consider piecewise-linear (PL) pseudodiagrams and resolutions that themselves are PL, certain resolutions of the pseudodiagram may not exist in three-space. We investigate this situation and its impact on the weighted resolution set…

2013-08-30abs ↗pdf ↗

Motivated by the Bagging Partial Least Squares (PLS) and Principal Component Analysis (PCA) algorithms, we propose a Principal Model Analysis (PMA) method in this paper. In the proposed PMA algorithm, the PCA and the PLS are combined. In the method, multiple PLS models are trained on sub-training sets, derived from the…

2019-02-06abs ↗pdf ↗

This study examines the relationship between PLS and OLS regression using eigenvalue distributions.

problem Analyzing the difference between PLS and OLS regression in terms of eigenvalue distributions.
method Examined the distance between PLS and OLS regression coefficients using the Mahalanobis distance and eigenvalue distributions of the regressor covariance matrix.
result Provided a bound on the distance between PLS and OLS regression coefficients that depends only on the eigenvalue distribution of the regressor covariance matrix.

Stochastic gradient methods are dominant in nonconvex optimization especially for deep models but have low asymptotical convergence due to the fixed smoothness. To address this problem, we propose a simple yet effective method for improving stochastic gradient methods named predictive local smoothness (PLS). First, we …

2018-05-23abs ↗pdf ↗

Study compact PL 4-manifolds with special handle decompositions.

problem Existence of special handlebody decompositions for simply-connected closed PL 4-manifolds.
method Investigate colored triangulations inducing handle decompositions without 1-handles or 1- and 3-handles.
result Detect a class of compact simply-connected PL 4-manifolds with empty or connected boundary that admit such decompositions.

Proposes MGPLL for PL learning with non-random noise.

problem Partial label learning with non-random label noise.
method Bi-directional mapping framework, conditional noise label generation, multi-class predictor, adversarial learning.
result Demonstrates state-of-the-art performance in partial label learning.

New method speeds up NIR spectroscopy calibration by 400x.

problem Efficient preprocessing selection in NIR spectroscopy.
method Operator-adaptive PLS and Ridge regression.
result Significant reduction in fitting time with comparable prediction quality.

We extend results of Pachner and Casali to give finite sets of moves relating triangulations of PL manifolds respecting filtrations by locally flat manifolds and stratifications in which a finite family of simple local models exists for neighborhoods of strata.

2014-04-11abs ↗pdf ↗

Study PL topology theorems for cubical complexes, solving Habegger and Funar's conjecture.

problem Characterize PL homeomorphic cubulations equivalence by Pachner moves.
method Show equivalence to the existence of cobordisms between generic immersions of hypersurfaces.
result Solve Habegger and Funar's conjecture about PL homeomorphic cubulations equivalence.

After surveying classical notions of PL topology of the Seventies, we clarify the relation between Morse theory and its discretization by Forman. We show that PL handles theory and discrete Morse theory are equivalent, in the sense that every discrete Morse vector on some PL triangulation is also a PL handle vector, an…

2012-12-04abs ↗pdf ↗

R-PLS improves analysis of brain functional connectivity matrices.

problem Improving analysis of functional connectivity matrices in brain imaging.
method Introducing R-PLS, a generalization of PLS for symmetric positive definite matrices.
result R-PLS identifies key functional connections in brain imaging datasets.

Arguments on PL,(=piecewise linear) topology work over any ordered field in the same way as over the real field, and those on differential topology do over a real closed field R in an o-minimal structure that expands (R,<,0,1,+,cdot). One of the most fundamental properties of definable sets is that a compact definable …

2010-02-08abs ↗pdf ↗

This paper proposes a new algorithm for Gaussian process classification based on posterior linearisation (PL). In PL, a Gaussian approximation to the posterior density is obtained iteratively using the best possible linearisation of the conditional mean of the labels and accounting for the linearisation error. PL has s…

2018-09-13abs ↗pdf ↗

PL-MCMC samples from normalizing flows' conditional distributions.

problem Sampling from complex conditional distributions learned by normalizing flows.
method Metropolis-Hastings implementation of PL-MCMC.
result PL-MCMC asymptotically samples from exact conditional distributions.

New examples show non-locally-flat PL-disk bounds in rational homology balls but not in integer homology balls.

problem Characterizing knots that bound PL-disks in integer homology balls.
method Involutive Heegaard Floer homology formal properties.
result Found infinitely many manifold-knot pairs (Y, J) where J does not bound a PL-disk in an integer homology ball but does in a rational homology ball.

James McClure recently showed that the domain for the intersection pairing of PL chains on a PL manifold MM is a subcomplex of C(M)C(M)C_*(M)\otimes C_*(M) that is quasi-isomorphic to C(M)C(M)C_*(M)\otimes C_*(M) and, more generally, that the intersection pairing endows C(M)C_*(M) with the structure of a partially-defined commutati…

2008-08-12abs ↗pdf ↗