The Conference for Machine Learning Innovation

How XAI will quietly revolutionize AI

Keynote
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Join the ML Revolution!
Register until September 16:
✓Save up to $290
✓10% team discount
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Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
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Join the ML Revolution!
Register until November 7th:
✓Save up to € 210
✓10% Team Discount
Register Now
Join the ML Revolution!
Register until March 5:
✓ML Intro Day for free
✓Save up to 500 €
✓10 % Team Discount
Register Now
Join the ML Revolution!
Register until March 5:
✓ML Intro Day for free
✓Save up to 500 €
✓10 % Team Discount
Register Now
Infos
Thursday, June 30 2022
09:00 - 09:45

We assume that data holds all the answers to how to automate decisions. To this end, we build data pipelines and train and deploy machine learning models that turn inputs into outputs. But it isn’t that simple. Data holds plenty of answers, but the process needs more guidance to yield models that we can trust to replace/enhance human decision-making.

To this end, XAI or Interpretable ML has the right toolset. Trust is mission-critical for any technology, so if AI solutions are to supplant software and humans, AI must reach the reliability standards currently expected from software and humans. For that to happen, XAI will be more widely adopted, but also the roles of data scientist and ML engineer will evolve. We will examine examples of XAI methods and discuss how they can revolutionize the way we train, evaluate and deploy machine learning models.

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 .

Take me to the full program of Zum vollständigen Programm von Munich Munich .

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 Singapore Singapore , Berlin Berlin or oder Munich Munich .

Behind the Tracks