Scientific Publications
Blog posts
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23 February 2024 Identifying media bias with AI: Russian news coverage of the death of Alexei NavalnyUsing our AI-powered narrative tracking at AskNews, we took a closer look at the volume and timing of news reports surrounding the death of Alexei Navalny...
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25 August 2023 Ray vs Dask: Lessons learned serving 240k models per day in real-timeOur in-house study comparing Ray vs Dask for large-scale model serving. We show how Flowdapt can be configured to reduce training time and GPU usage by 64%...
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16 June 2023 Real-time head-to-head: Adaptive modeling of financial market data using XGBoost and CatBoostWhich gradient boosted decision tree algorithm is superior for adaptive modeling of financial market data, XGBoost or CatBoost? There are plenty of articles comparing these algorithms on arbitrary static datasets...
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16 May 2023 FreqAI — from price to prediction: A guide to feature engineering for algorithmic trading using machine learningMarket dynamics remain one of the most stochastic processes known to humankind. This is likely due to the origin of the stochasticity: human emotion. Although the study of market dynamics dates back thousands of years...