The Conference for Machine Learning Innovation

How XAI will quietly revolutionize AI

Keynote
Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
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Join the ML Revolution!
Until the Conference starts:
✓ Group discount
✓ Special discount for freelancers
Register Now
Join the ML Revolution!
Register until August 11:
✓ Save up to $593
✓ ML Intro Day for free
✓ Team discount
Register Now
Join the ML Revolution!
Register until August 11:
✓ Save up to $593
✓ ML Intro Day for free
✓ Team discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
10 % Team Discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
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.

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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 .

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Behind the Tracks