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Hirsa, Ali

  1. Explainable AI in Credit Risk Management
    2021/03/01 by Joerg Osterrieder, Misheva, Branka Hadji, Branka Hadji Misheva +7 · 5 citations
    Business, Management and Accounting · Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Financial Distress and Bankruptcy Prediction #Machine Learning (cs.LG) #Machine Learning in Healthcare #Risk Management (q-fin.RM)
  2. Supervised Deep Neural Networks (DNNs) for Pricing/Calibration of Vanilla/Exotic Options Under Various Different Processes
    2019/02/15 by Ali Hirsa, Tugce Karatas, Hirsa, Ali +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Capital Investment and Risk Analysis #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Pricing of Securities (q-fin.PR) #Stochastic processes and financial applications #Stock Market Forecasting Methods
  3. Deep reinforcement learning on a multi-asset environment for trading
    2021/06/15 by Hirsa, Ali, Osterrieder, Joerg, Hadji-Misheva, Branka +1 · 1 citation
    #FOS: Economics and business #Trading and Market Microstructure (q-fin.TR)
  4. Solving barrier options under stochastic volatility using deep learning
    2022/07/01 by Weilong Fu, Ali Hirsa, Fu, Weilong +1 · 1 citation
    Economics, Econometrics and Finance · Decision Sciences · Engineering · #Stochastic processes and financial applications #Stock Market Forecasting Methods #Energy Load and Power Forecasting