The Conference for Machine Learning Innovation

Interpretable Machine Learning – Application to Finance and Banks

Session
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✓ML Intro Day for free
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✓10 % Team Discount
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Register until December 12:
✓ML Intro Day for free
✓Raspberry Pi or C64 Mini for free
✓Save up to $580
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Register until November 7th:
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✓10% Team Discount
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Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now
Infos
Tuesday, November 17 2020
15:15 - 16:00

With the advent of Deep architecture, though there has been great development in machine learning models and improving state of the arts, the interpretability of the model has suffered. Neural Networks being black box is very hard to interpret. This not only are difficult in financial and bank sector, but can have modelling risk. There has been multiple instances where deep learning models were easily broken by small perturbation in datasets or cases where the model has learned a very different feature than the one it is required to. In this lecture, we will explore how to interpret complex models. Tools like LIME etc will be covered which will help to breakdown complex models in terms of human interpretable techniques.

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This Session belongs to the Diese Session gehört zum Programm vom MunichMunich program. Take me to the program of . Hier geht es zum Programm von Singapore Singapore .

This Session belongs to the Diese Session gehört zum Programm vom MunichMunich program. Take me to the program of . Hier geht es zum Programm von Berlin Berlin .

This Session Diese Session belongs to the gehört zum Programm von MunichMunich program. Take me to the current program of . Hier geht es zum aktuellen Programm von Online Edition Online Edition , Munich Munich , Singapore Singapore or oder Berlin Berlin .

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