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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.

169,181 papers · 148 categories

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87173260346 · Jun 202019922001200920182026
48 results for trait-state limits

Labels define the effective timescale for learning from short observations.

problem Learning from short observations with aggregated labels.
method Analytical and Monte Carlo methods to study label variance and effective timescales.
result Labels define the effective timescale for learning, distinguishing architectural from protocol limits.

We show that for a strongly convergent sequence of geometrically finite Kleinian groups with geometrically finite limit, the Cannon-Thurston maps of limit sets converge uniformly. If however the algebraic and geometric limits differ, as in the well known examples due to Kerckhoff and Thurston, then provided the geometr…

2011-07-05abs ↗pdf ↗

The paper models and analyzes the dynamics of a limit order book using Hawkes processes.

problem Modeling the complex dynamics of a limit order book driven by market price and volume.
method Derives a scaling limit for an infinite dimensional model driven by Hawkes processes.
result The dynamics converge to a coupled SDE-ODE system, with specific limiting processes and intensities.

New examples show strong Kato limits can be branching and not satisfy known conditions.

problem Exploring the boundaries of strong Kato limits and their properties.
method Constructing specific examples of non-collapsed strong Kato limits.
result Found examples of strong Kato limits that are branching and do not satisfy CD(K,)\mathrm{CD}(K,\infty) or MCP(K,N)\mathrm{MCP}(K,N) conditions.

We explore the plane-wave limit of homogeneous spacetimes. For plane-wave limits along homogeneous geodesics the limit is known to be homogeneous and we exhibit the limiting metric in terms of Lie algebraic data. This simplifies many calculations and we illustrate this with several examples. We also investigate the beh…

2005-04-07abs ↗pdf ↗

The large-N limit of Segal-Bargmann transform on spheres is studied.

problem Understanding the behavior of Segal-Bargmann transform on spheres as dimension increases.
method Analyzing the large-N limit of the transform on SN1(N)S^{N-1}(\sqrt N), describing geometric models, and showing the transform remains unitary.
result The limiting transform is still a unitary map from the limiting domain onto the limiting range.

A limit group is the limit of a sequence of conjugates of the diagonal Cartan subgroup, C, of SL(3,R). We show C has 5 possible limit groups, up to conjugacy. Each limit group is determined by an equivalence class of nonstandard triangle, and we give a criterion for a sequence of conjugates of C to converge to each of …

2014-06-17abs ↗pdf ↗

We investigate the Penrose limits of classical string and M-theory backgrounds. We prove that the number of (super)symmetries of a supergravity background never decreases in the limit. We classify all the possible Penrose limits of AdS x S spacetimes and of supergravity brane solutions. We also present the Penrose limi…

2002-02-18abs ↗pdf ↗

Order positions are key variables in algorithmic trading. This paper studies the limiting behavior of order positions and related queues in a limit order book. In addition to the fluid and diffusion limits for the processes, fluctuations of order positions and related queues around their fluid limits are analyzed. As a…

2015-05-18abs ↗pdf ↗

Two price regimes identified in limit order books: close and far from quotes.

problem Understanding the distribution and behavior of limit orders in limit order books.
method Analysis of limit order book data in dimensions of price, time, lifetime, and volume.
result Identification of two distinct regimes in the limit order book: close and far from quotes.

Study compares price limit and circuit breaker effects in stock markets.

problem Preventing rapid and steep price drops in stock exchanges.
method Agent-based model for financial market simulation.
result Price limit and circuit breaker have similar effects under same conditions, but price limit less effective with shorter limit time range.

Study of conformal limits in Nakajima quiver varieties.

problem Understanding the conformal limits of Nakajima quiver varieties.
method Defined and studied a conformal limit construction for Nakajima quiver varieties, proving it is a limit of a one-parameter family and gives a biholomorphic map.
result Proved the conformal limit is a biholomorphic map between Lagrangian submanifolds of different quiver varieties.

Study on the limits of projective special real manifolds and their symmetries.

problem Understanding the limits of projective special real manifolds.
method Evolution of defining polynomial and centro-affine fundamental form along curves.
result Found a list of possible limit geometries and a lower bound for symmetry groups.

New framework for understanding infinite-width neural networks.

problem Understanding the infinite-width limit behavior of neural networks.
method General framework to study limit behavior of neural models based on hyperparameter scaling.
result Derives scaling for existing mean-field and neural tangent kernel limits and introduces new dynamically stable limits.

Study examines infinite limits of transformer dynamics, identifying key parameterizations.

problem Understanding the training dynamics of transformer models in the feature learning regime.
method Analysis of infinite scaling limits using dynamical mean field theory.
result Identified parameterizations that admit well-defined infinite width and depth limits.

Study projective and direct limits of Banach structures with connections to GG-structures.

problem Understanding connections between Banach structures and GG-structures.
method Endow projective and direct limits with Fréchet or convenient structures and study connections.
result Illustrated examples demonstrate the study of projective and direct limits.

The aim of the paper is to investigate the relation between inverse limit of branched manifolds and codimension zero laminations. We give necessary and sufficient conditions for such an inverse limit to be a lamination. We also show that codimension zero laminations are inverse limits of branched manifolds. The inverse…

2012-04-28abs ↗pdf ↗

We examine the correlation of the limit price with the order book, when a limit order comes. We analyzed the Rebuild Order Book of Stock Exchange Electronic Trading Service, which is the centralized order book market of London Stock Exchange. As a result, the limit price is broadly distributed around the best price acc…

2007-02-04abs ↗pdf ↗

Troels Jorgensen conjectured that the algebraic and geometric limits of an algebraically convergent sequence of isomorphic Kleinian groups agree if there are no new parabolics in the algebraic limit. We prove that this conjecture holds in 'most' cases. In particular, we show that it holds when the domain of discontinui…

1999-03-12abs ↗pdf ↗

Integrability criterion for projective limits of Banach distributions on Fréchet manifolds.

problem Integrability of projective limits of involutive bundles on Banach manifolds.
method An integrability criterion for a projective limit of Banach distributions.
result Result of integrability of projective limit of involutive bundles on a projective sequence of Banach manifolds.

In this article, we study the relationship between the weak limit of a sequence of integral currents in a metric space and the possible Hausdorff limit of the sequence of supports. Due to cancellation, the weak limit is in general supported in a strict subset of the Hausdorff limit. We exhibit sufficient conditions in …

2009-02-17abs ↗pdf ↗

Tests if market noise is explained by limit order book variables.

problem Determining if market microstructure noise is fully explained by specific limit order book variables.
method Compares two quasi-maximum likelihood estimators of volatility, one including residual noise and one not, in a nonparametric framework.
result Examines central limit theory of quasi-maximum likelihood estimation in the presence of residual noise.

Stochastic gradient descent's long-term fluctuations are described by a diffusion limit.

problem Long-term behavior of stochastic gradient descent in non-smooth settings.
method Functional central limit theorem applied to rescaled trajectory of SGD.
result Characterization of long-term fluctuations around the minimizer.

Study proves uniqueness of asymptotic limits for specific manifolds.

problem Proving uniqueness of asymptotic limits for Ricci-flat manifolds with linear volume growth.
method Established using natural curvature and cross section assumptions.
result Uniqueness and exponential convergence rate for complete noncollapsed Ricci-flat manifolds with linear volume growth.

Proves a central limit theorem for neural networks with hidden layers.

problem Understanding the statistical behavior of neural networks with large numbers of hidden units and training iterations.
method Rigorous mathematical proof using weak convergence methods and stochastic analysis.
result Neural network fluctuations around mean-field limit follow a Gaussian distribution and satisfy a stochastic partial differential equation.

Paper introduces new Hawkes processes to model price changes in limit order books.

problem Modeling price volatility and order flow in limit order books.
method Introduces compound and regime-switching compound Hawkes processes, proving Law of Large Numbers and FCLTs.
result Volatilities of price changes are linked to parameters of arrival rates and price changes.