Executive breakfast
Czwartek 10 października 2024 | 9:00 | Warszawa

Eliminating Bias in the Deployment of AI and Machine Learning

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Eliminating Bias in the Deployment of AI and Machine Learning

The primary source of bias in machine learning is not in the algorithms deployed, but rather the data used as input to build the predictive models.  In this talk we will discuss why this is a huge problem and what to do about it. 

Different sources of bias will be identified along with possible solutions for remedying the situation when deploying machine learning. We will also speak about the importance of transparency when using machine learning to predict outcomes that impact critical decisions.   

  • Learn why most predictive models are biased.
  • Learn about the sources of bias in predictive models.
  • Learn how to reduce the negative impact of potential bias in predictive models.

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Keynote speaker
Stephen Brobst

STEPHEN BROBST

Chief Technology Officer

Ab Initio Software

09:30 - 10:30
Stephen Brobst - Eliminating Bias in the Deployment of AI and Machine Learning
  • Why most predictive models are biased.
  • The main sources of bias in predictive models.
  • Strategies to reduce the negative impact of bias in predictive models
Organizatorzy programu
Partner warsztatu