Finance and Financial Management Commons^™

Decentralized Approach To Deep-Learning Based Asset Allocation, Sarthak Sengupta, Priyanshu Priyam, Anurika Vaish

University of South Florida (USF) M3 Publishing

Investment is an artistic science. The study discusses deep learning-based techniques for asset allocation. Deep learning is a subset of machine learning. The majority of the population lacks either the skills or the time to self-analyze the different financial investment options available to them and therefore they seek the help of the portfolio managers who make trading decisions on behalf of their clients depending on their risk appetite. Besides, portfolio managers analyze different assets, compare the strengths and weaknesses of each option before making a decision about which equities are suitable, to optimally balance profit and risks. This makes portfolio …