Anna Warno

Conf42 Speaker profile

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Conf42: Python 2022

Advanced ensembling techniques for time series forecasting

Presentation of the advanced ensemble techniques for time series forecasting. The latest state of the art forecasting methods are ensembled using innovative techniques, to improve accuracy and robustness of predictions. During the session we will make an introduction to the forecaster’s ensemble approach and after that we will present a live demo based on real examples. The Temporal Fusion...

Pawel Skrzypek

Omphalos Fund

Anna Warno

7bulls.com

...

Conf42: Machine Learning 2021

Advanced machine learning time series forecasting methods review

The presentation prepared by AI Investments and 7bulls.com team. We are working on time series forecasting for over 4 years and want to make a review of the latest and most advanced time series forecasting methods like ES-Hybrid, N-Beats, Tsetlin machine, and more. We will provide also tips and tricks for forecasting difficult, noisy, and nonstationary time series, which can significantly...

Pawel Skrzypek

7bulls.com

Anna Warno

7bulls.com

...

Conf42: Python 2021

Complex AI Forecasting Methods for Investments Portfolio Optimization

Presentation of the first complete AI investment platform. It is based on most innovative AI methods: most advanced neural networks (ResNet/DenseNet, LSTM, GAN autoencoders) and reinforcement learning for risk control and position sizing using Alpha Zero approach. It shows how the complex AI system which covers both supervised and reinforcement learning could be successfully used to investment...

Paweł Skrzypek

7bulls.com

Anna Warno

7bulls.com

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