2 citations · 3 across the 4 of their papers we have counts for
6 papers
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness
Andrea Coletta, Joseph Jerome, Rahul Savani +1
Limit order books are a fundamental and widespread market mechanism. This paper investigates the use of conditional generative models for order book simulation. For developing a tr…
Model-based gym environments for limit order book trading
Joseph Jerome, Leandro Sanchez-Betancourt, Rahul Savani +1
Within the mathematical finance literature there is a rich catalogue of mathematical models for studying algorithmic trading problems -- such as market-making and optimal execution…
Market Making with Scaled Beta Policies
Joseph Jerome, Gregory Palmer, Rahul Savani
This paper introduces a new representation for the actions of a market maker in an order-driven market. This representation uses scaled beta distributions, and generalises three ap…
Proper solutions for Epstein-Zin Stochastic Differential Utility
Martin Herdegen, David Hobson, Joseph Jerome
In this article, we consider the optimal investment-consumption problem for an agent with preferences governed by Epstein--Zin stochastic differential utility (EZ-SDU) who invests…
The Infinite Horizon Investment-Consumption Problem for Epstein-Zin Stochastic Differential Utility
David Hobson, Martin Herdegen, Joseph Jerome
In this article we consider the optimal investment-consumption problem for an agent with preferences governed by Epstein-Zin stochastic differential utility who invests in a consta…
An elementary approach to the Merton problem
Martin Herdegen, David Hobson, Joseph Jerome
In this article we consider the infinite-horizon Merton investment-consumption problem in a constant-parameter Black - Scholes - Merton market for an agent with constant relative r…