John Mulvey

John Mulvey

Princeton University

H-index: 47

North America-United States

About John Mulvey

John Mulvey, With an exceptional h-index of 47 and a recent h-index of 17 (since 2020), a distinguished researcher at Princeton University, specializes in the field of financial optimization, portfolio theory, robust optimization, asset allocation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Regime-Aware Asset Allocation: a Statistical Jump Model Approach

389 Long–Short Versus Long-Only Commodity Funds

Continuous Statistical Jump Models for Identifying Financial Regimes

End-to-end risk budgeting portfolio optimization with neural networks

St-mlp: A cascaded spatio-temporal linear framework with channel-independence strategy for traffic forecasting

Optimal Portfolio Execution in a Regime-switching Market with Non-linear Impact Costs: Combining Dynamic Program and Neural Network

Competitive Multi-Agent Reinforcement Learning with Self-Supervised Representation

Long–short versus long-only commodity funds

John Mulvey Information

University

Position

___

Citations(all)

11131

Citations(since 2020)

1870

Cited By

9887

hIndex(all)

47

hIndex(since 2020)

17

i10Index(all)

113

i10Index(since 2020)

38

Email

University Profile Page

Google Scholar

John Mulvey Skills & Research Interests

financial optimization

portfolio theory

robust optimization

asset allocation

Top articles of John Mulvey

Title

Journal

Author(s)

Publication Date

Regime-Aware Asset Allocation: a Statistical Jump Model Approach

arXiv preprint arXiv:2402.05272

Yizhan Shu

Chenyu Yu

John M Mulvey

2024/2/7

389 Long–Short Versus Long-Only Commodity Funds

John M Mulvey

2023

Continuous Statistical Jump Models for Identifying Financial Regimes

Available at SSRN 4556048

Afsar Onat Aydinhan

Petter N Kolm

John M Mulvey

Yizhan Shu

2023/8/29

End-to-end risk budgeting portfolio optimization with neural networks

Annals of Operations Research

A Sinem Uysal

Xiaoyue Li

John M Mulvey

2023/8/26

St-mlp: A cascaded spatio-temporal linear framework with channel-independence strategy for traffic forecasting

arXiv preprint arXiv:2308.07496

Zepu Wang

Yuqi Nie

Peng Sun

Nam H Nguyen

John Mulvey

...

2023/8/14

Optimal Portfolio Execution in a Regime-switching Market with Non-linear Impact Costs: Combining Dynamic Program and Neural Network

arXiv preprint arXiv:2306.08809

Xiaoyue Li

John M Mulvey

2023/6/15

Competitive Multi-Agent Reinforcement Learning with Self-Supervised Representation

DiJia Su

Jason D Lee

John M Mulvey

H Vincent Poor

2022/5/23

Long–short versus long-only commodity funds

John M Mulvey

2022/12/16

Applications of Machine Learning in Wealth Management

Journal of Investment Consulting

John M Mulvey

Junhan Gu

Margaret Holen

Yuqi Nie

2022/5/15

William T. Ziemba and a Brief Look at His Journal of Portfolio Management Legacy.

The Journal of Portfolio Management

John Guerard

John M Mulvey

2022/9/13

Solving Multi-Period Financial Planning Models: Combining Monte Carlo Tree Search and Neural Networks

Xiaoyue Li

John M Mulvey

2022/5

Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies

IEEE Transactions on Artificial Intelligence

DiJia Su

Difei Su

John M Mulvey

H Vincent Poor

2022/8/26

Improving Portfolio Performance via Natural Language Processing Methods.

Journal of Financial Data Science

Di-Jia Su

John M Mulvey

H Vincent Poor

2022/4/1

Multi-period portfolio optimization using model predictive control with mean-variance and risk parity frameworks

European Journal of Operational Research

Xiaoyue Li

A Sinem Uysal

John M Mulvey

2022/6/16

MURO: Deployment Constrained Reinforcement Learning with Model-based Uncertainty Regularized Batch Optimization

DiJia Su

Jason D Lee

John Mulvey

H Vincent Poor

2021/10/6

Portfolio optimization under regime switching and transaction costs: Combining neural networks and dynamic programs

INFORMS Journal on Optimization

Xiaoyue Li

John M Mulvey

2021/10

PoBRL: Optimizing Multi-document Summarization by Blending Reinforcement Learning Policies

arXiv preprint arXiv:2105.08244

Andy Su

Difei Su

John M Mulvey

H Vincent Poor

2021/5/18

A machine learning approach in regime-switching risk parity portfolios

The Journal of Financial Data Science

A Sinem Uysal

John M Mulvey

2021/3/17

Musbo: Model-based uncertainty regularized and sample efficient batch optimization for deployment constrained reinforcement learning

arXiv preprint arXiv:2102.11448

DiJia Su

Jason D Lee

John M Mulvey

H Vincent Poor

2021/2/23

Factor momentum and regime-switching overlay strategy

The Journal of Financial Data Science

Junhan Gu

John M Mulvey

2021/11/1

See List of Professors in John Mulvey University(Princeton University)

Co-Authors

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