Matthew F. Dixon

Short Communication: Deep Fundamental Factor Models

Nicholas G. Polson, Matthew F. Dixon, M. Dixon, 2020, SIAM J. Financial Math..

Introduction to Reinforcement Learning

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .

Applications of Reinforcement Learning

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .

Deep learning for spatio‐temporal modeling: Dynamic traffic flows and high frequency trading

Nicholas G. Polson, Matthew F. Dixon, Vadim O. Sokolov, 2017, Applied Stochastic Models in Business and Industry.

Feedforward Neural Networks

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020, Machine Learning in Finance.

Inverse Reinforcement Learning and Imitation Learning

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .

Probabilistic Sequence Modeling

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .

Machine Learning in Finance: From Theory to Practice

Igor Halperin, Matthew F. Dixon, Paul Bilokon, 2020 .

Bayesian Regression and Gaussian Processes

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .

Advanced Neural Networks

Matthew F. Dixon, Igor Halperin, Paul Bilokon, 2020 .