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07/01/2022
Simulating financial time series using attention
Financial time series simulation is a central topic since it extends the...
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08/05/2021
Supervised Neural Networks for Illiquid Alternative Asset Cash Flow Forecasting
Institutional investors have been increasing the allocation of the illiq...
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08/05/2021
Two-Stage Sector Rotation Methodology Using Machine Learning and Deep Learning Techniques
Market indicators such as CPI and GDP have been widely used over decades...
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03/01/2021
Explainable AI in Credit Risk Management
Artificial Intelligence (AI) has created the single biggest technology r...
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02/09/2021
Regularized Generative Adversarial Network
We propose a framework for generating samples from a probability distrib...
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06/26/2020
An unsupervised deep learning approach in solving partial-integro differential equations
We investigate solving partial integro-differential equations (PIDEs) us...
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02/15/2019