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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.

168,742 papers · 148 categories

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18 results for corridors

Characterizes corridors in loss surfaces for gradient-based optimization.

problem Understanding and mitigating training instabilities in gradient-based optimization.
method Characterizes corridors as regions where gradient descent and gradient flow trajectories are linearly related.
result Corridors indicate regions without implicit regularization effects, leading to better learning rate adaptation schemes.

It is well documented that a model for the underlying asset price process that seeks to capture the behaviour of the market prices of vanilla options needs to exhibit both diffusion and jump features. In this paper we assume that the asset price process SS is Markov with cadlag paths and propose a scheme for computing…

2009-05-20abs ↗pdf ↗

The latest generation of volatility derivatives goes beyond variance and volatility swaps and probes our ability to price realized variance and sojourn times along bridges for the underlying stock price process. In this paper, we give an operator algebraic treatment of this problem based on Dyson expansions and moment …

2007-10-16abs ↗pdf ↗

We propose a generalization of the best arm identification problem in stochastic multi-armed bandits (MAB) to the setting where every pull of an arm is associated with delayed feedback. The delay in feedback increases the effective sample complexity of standard algorithms, but can be offset if we have access to partial…

2018-03-29abs ↗pdf ↗

The paper proposes a new method to improve microcredit decisions by modeling sequential loan interactions.

problem Improving microcredit decision-making by addressing population bias and model generalization.
method The authors introduce a multi-stage interaction sequence (MSIS) method that models sequential loan interactions and uses a hierarchical attention module to leverage interaction information.
result The MSIS method effectively remedies population bias and improves model generalization on a real loan data set.

Random groups prove length constraints on product of conjugates.

problem Quantify products of conjugates in random groups.
method Sharp van Kampen diagram argument and boundary block-counting.
result Prove a sharp inequality for products of conjugates in random groups.

Unified kernel for prediction markets reduces belief variance forecast error.

problem Lack of standardized tools for quoting and hedging belief risk in prediction markets.
method Logit jump-diffusion model with risk-neutral drift, calibration pipeline, and coherent derivative layer.
result Model reduces forecast error compared to diffusion-only and probability-space baselines.

HSR reduces analyst earnings forecast errors by lowering travel friction.

problem How HSR connectivity affects analyst earnings forecast errors in China.
method Firm-year panel data from 2008-2019; placebo test to rule out pre-existing trends.
result HSR reduces analyst earnings forecast errors after connectivity, not before.

Researchers approximate spectral targets on manifolds with constant negative curvature.

problem Prescribing an arbitrary finite portion of the Laplace-Beltrami spectrum on manifolds of constant negative curvature.
method Constructing macroscopically heterogeneous hyperbolic covering manifolds in d3d\ge3 and using discrete spectral limit theorems in d=2d=2.
result Any finite strictly increasing target list can be approximated to arbitrary precision by a closed manifold of constant negative curvature.

JFR-rg model explains Japan's stable debt despite high interest rates and low growth.

problem Understanding Japan's stable government debt despite high interest rates and low growth.
method Formalizes financial repression channels through JFR-rg model, incorporating financial repression bias and exchange-rate channel.
result Identifies Normalization Trap and Captive Financial System Parameter, showing debt dynamics under financial repression.