Papers, ranked by score

Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Nonparametric Estimation of Self- and Cross-Impact

We introduce an offline nonparametric estimator for concave multi-asset propagator models based on a dataset of correlated price trajectories and metaorders. Compared to parametric models, our framework avoids parameter explosion in the multi-asset case and yields confidence bounds for the estimator

Holy Grail Math 8 Rigor 8.5 ·  October 8, 2025

FX Market Making with Internal Liquidity

As the FX markets continue to evolve, many institutions have started offering passive access to their internal liquidity pools. Market makers act as principal and have the opportunity to fill those orders as part of their risk management, or they may choose to adjust pricing to their external OTC fr

Lab Rats Math 9 Rigor 4 ·  December 4, 2025

Statistical Learning with Sublinear Regret of Propagator Models

We consider a class of learning problems in which an agent liquidates a risky asset while creating both transient price impact driven by an unknown convolution propagator and linear temporary price impact with an unknown parameter. We characterize the trader’s performance as maximization of a revenu

Lab Rats Math 9.2 Rigor 3 ·  January 12, 2023

Equilibrium in Functional Stochastic Games with Mean-Field Interaction

We consider a general class of finite-player stochastic games with mean-field interaction, in which the linear-quadratic cost functional includes linear operators acting on controls in $L^2$. We propose a novel approach for deriving the Nash equilibrium of the game semi-explicitly in terms of operat

Lab Rats Math 9.2 Rigor 1.5 ·  June 6, 2023

Fluid-Limits of Fragmented Limit-Order Markets

Maglaras, Moallemi, and Zheng (2021) have introduced a flexible queueing model for fragmented limit-order markets, whose fluid limit remains remarkably tractable. In the present study we prove that, in the limit of small and frequent orders, the discrete system indeed converges to the fluid limit, w

Lab Rats Math 8.5 Rigor 1.5 ·  July 5, 2024

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