The Conference for Machine Learning Innovation

Interpretable Machine Learning – Application to Finance and Banks

Session
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Join the ML Revolution!
Register until August 12:
✓ML Intro Day for free
✓Save up to $380
Register Now
Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
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Join the ML Revolution!
Register until August 19:
✓ML Intro Day for free
✓Save up to €490
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Infos

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.

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session Diese Session originates from the archive of stammt aus dem Archiv von MunichMunich . Take me to the current program of . Hier geht es zum aktuellen Programm von Singapore Singapore , Berlin Berlin or oder Munich Munich .

Behind the Tracks