Manish Singh

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Publications (12)

• How does news affect biopharma stock prices?: An event study
  PLoS ONE 2024 DOI: 10.1371/journal.pone.0296927
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• Deep-learning models for forecasting financial risk premia and their interpretations
  Quantitative Finance 2023 DOI: 10.1080/14697688.2023.2203844
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• Explainable Machine Learning Models of Consumer Credit Risk
  Journal of Financial Data Science 2023 DOI: 10.3905/jfds.2023.1.141
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• From ELIZA to ChatGPT: The Evolution of Natural Language Processing and Financial Applications
  Journal of Portfolio Management 2023 DOI: 10.3905/jpm.2023.1.512
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• The reaction of sponsor stock prices to clinical trial outcomes: An event study analysis
  PLOS ONE 2022 DOI: 10.1371/journal.pone.0272851
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• Real-time extended psychophysiological analysis of financial risk processing
  PLOS ONE 2022 DOI: 10.1371/journal.pone.0269752
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• An Artificial Intelligence-Based Industry Peer Grouping System
  Journal of Financial Data Science 2022 DOI: 10.3905/jfds.2022.1.090
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• Explainable Machine Learning Models of Consumer Credit Risk
  2022 DOI: 10.2139/ssrn.4006840
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• 3D backscatter localization for fine-grained robotics
  Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2019 2019
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• FastgRNN: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network
  Advances in Neural Information Processing Systems 2018
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