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GTC On-Demand

Finance
Presentation
Media
Deep Learning for Long-Term Value Investing
Jonathan Masci (Quantenstein GmbH)
We'll introduce the work being done at Quantenstein GmbH, a joint venture between Swiss AI startup NNAISENSE and Acatis Investment, that harnesses the latest advances in deep learning to automatically build custom portfolios for long-term value inve ...Read More
We'll introduce the work being done at Quantenstein GmbH, a joint venture between Swiss AI startup NNAISENSE and Acatis Investment, that harnesses the latest advances in deep learning to automatically build custom portfolios for long-term value investing based on company fundamentals. The efficient GPU implementation of deep learning architectures and distributed computation are essential to Quantenstein's mission, enabling the testing of financial models in a walk-forward fashion, where retraining the entire system can be done monthly. We'll introduce the trading framework, learning process, principles guiding our design decisions, and show how deep learning and GPU computing make it possible to learn everything end-to-end, taking the human out of the loop.  Back
 
Keywords:
Finance, AI Startup, Deep Learning and AI, GTC 2017 - ID S7711
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