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Day: November 1, 2020

Machine learning hedge strategy with deep Gaussian process regression – Risk.net

CLICK HERE TO DOWNLOAD THE PDF When applying machine learning to trading strategy, two inevitable practical issues are achieving interpretable results and securing robustness to market changes. To overcome these challenges, Yoshihiro Tawada and Toru Sugimura propose a new method to obtain a hedge strategy for options by applying Gaussian process regression to the policy…

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    Understanding Causality Is the Next Challenge for Machine Learning – IEEE Spectrum

    Join IEEE | IEEE.org | IEEE Xplore Digital Library | IEEE Standards | IEEE Spectrum | More Sites Create Account | Sign In Source: https://spectrum.ieee.org/tech-talk/artificial-intelligence/machine-learning/understanding-causality-is-the-next-challenge-for-machine-learning

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      Leverage AI to unlock data’s potential during electronic records transition

      INDUSTRY INSIGHT Leverage AI to unlock data’s potential during electronic records transition By Alex Sisserson Oct 28, 2020 Agencies are at various stages of their journey to meet the National Archives and Records Administration electronic records deadline at the end of 2022. In fact, at the most recent Digital Government Institute E-Discovery, Records & Information…

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        Artificial intelligence and covid-19: Can the machines save us?

        Early this spring as the pandemic began accelerating, AJ Venkatakrishnan took genetic data from 10,967 samples of the novel coronavirus and fed it into a machine. The Stanford-trained data scientist did not have a particular hypothesis, but he was hoping the artificial intelligence would pinpoint possible weaknesses that could be exploited to develop therapies. ©…

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          Artificial intelligence and covid-19: Can the machines save us? – The Washington Post

          Adam Glanzman for The Washington Post Murali Aravamudan, left, and Venky Soundararajan are co-founders of Nference, an artificial intelligence start-up that has made headlines for its research on massive data on covid-19. Early this spring as the pandemic began accelerating, AJ Venkatakrishnan took genetic data from 10,967 samples of the novel coronavirus and fed it…

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            Zoom Out | Here’s a peek at the future of hiring with artificial intelligence – Moneycontrol.com

            Note to readers: Zoom Out: The Future of Work is a series that chronicles macro changes, trends and real-life experiences that affect the workforce as we tread uncertain times. It is aimed to dig deeper and build a point-of-view around popular and contrarian topics around work. In a few years, recruiting and hiring will look very…

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              Leverage AI to unlock data’s potential during electronic records transition

              INDUSTRY INSIGHT Leverage AI to unlock data’s potential during electronic records transition By Alex Sisserson Oct 28, 2020 Agencies are at various stages of their journey to meet the National Archives and Records Administration electronic records deadline at the end of 2022. In fact, at the most recent Digital Government Institute E-Discovery, Records & Information…

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                The best artificial intelligence intentions are hitting corporate walls

                Artificial intelligence and machine learning have come a long way in recent years, with solid business cases, powerful algorithms, vast compute resources, and rich data sets now the norm for many enterprises. However, AI managers and specialists are still grappling with seemingly insurmountable organizational and ethical issues that are hamstringing their efforts, or even sending…

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