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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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4795142189 · Jun 202019922001200920172026
48 results for push maps

We establish the Thom isomorphism in twisted K-theory for any real vector bundle and develop the push-forward map in twisted K-theory for any differentiable proper map f:XYf: X\to Y (not necessarily K-oriented). The push-forward map generalizes the push-forward map in ordinary K-theory for any KK-oriented differentiable…

2005-07-21abs ↗pdf ↗

This paper explores the nonconvexity of push-forward constraints in machine learning.

problem The nonconvexity of push-forward constraints in machine learning.
method The paper provides sufficient and necessary conditions for the (non)convexity of push-forward functions and maps.
result Push-forward constraints are generally nonconvex, which limits the design of convex optimization problems in machine learning.

Study embeddings between Barron spaces with various activation functions, focusing on RePU.

problem Understanding the influence of activation functions on infinitely wide neural networks.
method Prove embeddings by constructing push-forward maps on measures representing functions.
result Barron spaces with RePU activation have a hierarchical structure similar to Sobolev spaces.

Study finds anomalies in high-frequency S&P 500 price changes.

problem Anomalies in high-frequency S&P 500 price changes.
method Using NBBO event-time data, the study forms pairs of backward and forward price increments, standardizes them, and estimates expected responses on a fine grid of push magnitudes.
result Persistent structural shift in expected responses: near zero for short lags, pronounced tails for long lags, indicating correlation between larger historical pushes and nonzero responses.

In this note, we reconcile two approaches that have been used to construct stringy multiplications. The pushing forward after pulling back that has been used to give a global stringy extension of the functors K_0,K^{top},A^*,H^* [CR, FG, AGV, JKK2], and the pulling back after having pushed forward, which we have previo…

2007-03-07abs ↗pdf ↗

It is well-known that a paracompact space X is of covering dimension n if and only if any map f from X to a simplicial complex K can be pushed into its n-skeleton. We use the same idea to define dimension in the coarse category. It turns out the analog of maps f from X to K is related to asymptotically Lipschitz maps, …

2009-09-22abs ↗pdf ↗

Let f: P-->W be an embedding of a compact polyhedron in a closed oriented manifold W, let T be a regular neighborhood of P in W and let C:=closure(W-T) be its complement. Then W is the homotopy push-out of a diagram C<--dT-->P. This homotopy push-out square is an example of what is called a Poincare embedding. We study…

2005-03-25abs ↗pdf ↗

Push-SAGA is a decentralized algorithm for directed graphs that converges linearly.

problem Finite-sum minimization over directed graphs with stochastic gradients.
method Combines variance reduction, gradient tracking, and consensus algorithms.
result Achieves linear convergence for smooth and strongly convex problems.

It is well-known that a paracompact space XX is of covering dimension at most nn if and only if any map f ⁣:XKf\colon X\to K from XX to a simplicial complex KK can be pushed into its nn-skeleton K(n)K^{(n)}. We use the same idea to characterize asymptotic dimension in the coarse category of arbitrary coarse spaces. Cont…

2015-08-06abs ↗pdf ↗

We give a proof of the cobordism invariance of the index of elliptic pseudodifferential operators on sigma-compact manifolds, where, in the non-compact case, the operators are assumed to be multiplication outside a compact set. We show that, if the principal symbol class of such an elliptic operator on the boundary of …

2004-08-19abs ↗pdf ↗

Pushing a little forward an approach proposed by Villani, we are going to prove that in the Riemannian setting the condition 2f<g\nabla^2 f< g implies that ff is cc-concave with respect to the quadratic cost as soon as it has a sufficiently small C1C^1-norm. From this, we deduce a sufficient condition for the optimalit…

2018-02-18abs ↗pdf ↗

We discuss the fundamental (relative) 3-classes of knots (or hyperbolic links), and provide diagrammatic descriptions of the push-forwards with respect to every link-group representation. The point is an observation of a bridge between the relative group homology and quandle homology from the viewpoints of Inoue--Kabay…

2016-09-19abs ↗pdf ↗

The paper shows how Sobolev maps affect currents in metric spaces.

problem Understanding how Sobolev maps affect currents in metric spaces.
method Proving that a Sobolev map pushes almost every compactly supported integral current to an Ambrosio-Kirchheim integral current.
result The paper proves an isoperimetric inequality for Sobolev mappings relative to bounded, closed, and additive cochains.

Donaldson has shown that the moduli space of monopoles MkM_k is diffeomorphic to the space $\Rat_k$ of based rational maps from the two-sphere to itself. We use this diffeomorphism to give an explicit description of the bundle on $\Rat_k$ obtained by pushing out the index bundle from MkM_k. This gives an alternative an…

1994-07-15abs ↗pdf ↗

The Cannon-Thurston map's pushed measures on the circle are singular with respect to sphere measures.

problem Understanding the behavior of geodesics and measures on fibered hyperbolic 3-manifolds.
method Properties of geodesics and measures on the circle and sphere are analyzed to prove singularity.
result Natural measures on the circle become singular with respect to measures on the sphere.

Paper converts deep networks to flat, equivalent kernel machines.

problem Capacity control and uniform convergence in deep learning.
method Push-forward transformation from deep networks to indefinite kernel machines.
result Flat network weights are Lp-norm regularized (0<p<1).

We define a new homology theory we call symbol homology by using decorated moduli spaces of Whitney polygons. By decorating different types of moduli spaces we obtain different flavors of this homology theory together with morphisms between them. Each of these flavors encodes the properties of a different type of Heega…

2011-04-26abs ↗pdf ↗

This paper presents a data-driven approach to model planar pushing interaction to predict both the most likely outcome of a push and its expected variability. The learned models rely on a variation of Gaussian processes with input-dependent noise called Variational Heteroscedastic Gaussian processes (VHGP) that capture…

2017-04-10abs ↗pdf ↗

Study measures complexity of surfaces using a new graph to prove group properties.

problem Understanding the complexity and structure of mapping class groups.
method Introduces a non-peripheral curve graph and uses it to analyze the structure of mapping class groups.
result Proves properties of the mapping class group based on the complexity measure.

Let f:MmRm+kf:M^m\longrightarrow \Bbb R^{m+k} be an immersion where MM is a smooth connected mm-dimensional manifold without boundary. Then we construct a subspace Ω(f)Ω(f) of Rk \mathbb{R}^k, namely push-out space. which corresponds to a set of embedded manifolds which are either parallel to f f , tubes around f f or, in…

2013-04-17abs ↗pdf ↗

Let GG be a Lie group, and let (M,ω)(M,ω) be a symplectic manifold. If GG admits a Hamiltonian action on (M,ω)(M,ω) with momentum map μμ, then MM, the zero-level set of μμ, the orbit space, and the corresponding symplectic quotient all have induced stratifications. We push this setting into the language of differential …

2011-04-20abs ↗pdf ↗

Let G be a compact, simply connected Lie group. We develop a `quantization functor' from pre-quantized quasi-Hamiltonian G-spaces at level k to the fusion ring (Verlinde algebra) R_k(G). The quantization Q(M) is defined as a push-forward in twisted equivariant K-homology. It may be computed by a fixed point formula, si…

2010-08-06abs ↗pdf ↗

Given a closed surface endowed with a volume form, we equip the space of compatible Riemannian structures with the structure of an infinite-dimensional symplectic manifold. We show that the natural action of the group of volume-preserving diffeomorphisms by push-forward has a group-valued momentum map that assigns to a…

2019-09-25abs ↗pdf ↗

Unified framework for stability and generalization of Push-Sum in decentralized learning over directed graphs.

problem Understanding stability and generalization of Push-Sum in decentralized learning over directed networks.
method Developed a unified uniform-stability framework for SGP algorithm, incorporating imbalance-aware consistency bounds.
result Established finite-iteration stability and optimization guarantees for convex and non-convex objectives.

The hyperelliptic Torelli group is the subgroup of the mapping class group consisting of elements that act trivially on the homology of the surface and that also commute with some fixed hyperelliptic involution. We prove a Birman exact sequence for hyperelliptic Torelli groups, and we show that this sequence splits. As…

2011-10-06abs ↗pdf ↗

Push-forward models struggle to fit multimodal distributions due to high Lipschitz constants.

problem Expressivity of push-forward generative models in fitting multimodal distributions.
method Analyzing the Lipschitz constant and its relation to the total variation distance and Kullback-Leibler divergence.
result Push-forward models require high Lipschitz constants to approximate multimodal distributions, leading to a trade-off between expressivity and stability.

A new method uses normalizing flows to approximate optimal transport between empirical distributions.

problem Learning an optimal transport map between two empirical distributions.
method Relaxing the Monge formulation of optimal transport, using normalizing flows to approximate the solution.
result The method provides a good approximation of the true optimal transport.

A new algorithm for optimizing probability distributions converges linearly.

problem Optimizing functionals over families of probability distributions.
method Variational transport: particle-based algorithm approximating Wasserstein gradient descent.
result Variational transport converges linearly to the global minimum of the objective functional.

We construct differential equivariant K-theory of representable smooth orbifolds as a ring valued functor with the usual properties of a differential extension of a cohomology theory. For proper submersions (with smooth fibres) we construct a push-forward map in differential equivariant K-theory. Finally, we construct …

2009-05-26abs ↗pdf ↗

Researchers examine various causal structures for spacetimes with continuous metrics.

problem Comparing causal structures for spacetimes with continuous but not necessarily smooth metrics.
method Examined three key properties: push-up lemma, openness of chronological futures, and existence of limit causal curves.
result Spacetimes with continuous metrics do not always satisfy all three key properties.

Let SO+(p,q)\mathrm{SO}^+(p,q) denote the identity connected component of the real orthogonal group with signature (p,q)(p,q). We give a complete description of the spaces of continuous and generalized translation- and SO+(p,q)\mathrm{SO}^+(p,q)-invariant valuations, generalizing Hadwiger's classification of Euclidean isometry-invari…

2016-02-28abs ↗pdf ↗