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Hedging & Liquidity Need From Margining in the Energy Markets
Company Valuation Using Machine Learning Techniques
(Crypto) Currencies - Risk Profiling and Pricing of a European Style Double-Knock-Out Barrier Option on Bitcoin
Building a Price Impact Model for Securities Transactions Using Deep Learning and Agent Based Modelling
Processing of Yield Curve Time Series for a 3-Factor Interest Rate Model
Forecasting Financial Market Data Using Deep Learning
Cash Flow Forecasting Using Machine Learning
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Building a Price Impact Model for Securities Transactions Using Deep Learning and Agent Based Modelling

Estimating the price impact of a large scale stock purchase using a feedforward neural network trained on the results of intraday data generated by agent based modelling (catallactics, cf. https://www.wu.ac.at/fileadmin/wu/d/i/finance/wissenschaftlMitarbeiter/Loistl_Otto/Bilder-Dateien/ci.pdf)