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Manuela Veloso

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AI in Finance: Scope and Examples15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
Image-based models convert time series into pictures with a Mondrian classifier (S&P500 historical data) that distinguishes buy/no-buy and an autoencoder that…
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AI in Finance: Scope and ExamplesUSENIX ATC '212021-07-14
Describes an image-first pipeline that converts S&P500 time series into pictures, trains a Mondrian image classifier for buy/no‑buy and an autoencoder that…
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Keynote: AI for Financial ServicesRay Summit 20202020-09-30
Company researchers present concrete systems: a realistic OTC market multi-agent reinforcement learning simulator trains market-maker policies using Ray RLlib…
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Autonomy and Human-AI InteractionArtificial Intelligence Conference 2018 New York2018-04-30
Describes an implemented mobile service robot that blends motion planning with spoken interaction to decide when to act versus ask for help, using a…
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Human-AI interaction: Autonomous service robotsStrata Data Conference 2017 - New York, New York2017-09-25
Manuela Veloso discusses autonomous service robots that learn from human sources and generate explanations in response to language-based requests about their…
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