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Anna Warno

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Scale By the Bay 2021 intro video by Paweł Skrzypek & Anna WarnoScale By the Bay 20212021-10-28
Overview of concrete deliverables and methods for using state of the art machine learning models for CDS forecasting and folding those forecasts into portfolio…
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Advanced machine learning time series....Scale By the Bay 20212021-10-28
Survey of modern time-series methods with concrete claims: Temporal Fusion Transformer and hybrid architectures (ES-Hybrid, N-BEATS, Tsetlin) repeatedly beat…
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ML time series forecasting methodsConf42 Machine Learning 20212021-07-29
ES‑Hybrid pairs exponential smoothing with a dilated residual LSTM and wins M4; N‑Beats uses stacked blocks and ensembles 100+ models and claims better M4…
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Complex AI Forecasting Methods for InvestmentsConf42 Python 20212021-05-27
A complete AI investment platform is presented that combines ResNet/DenseNet, LSTM, GAN autoencoders for supervised forecasting with AlphaZero-style…
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