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avatar for Elizabeth Daly

Elizabeth Daly

Interactive AI Group at IBM Research
Research Scientist and Research Manager
Talk: Interactive AI - Beyond Accuracy

Description: In order for AI to be truly leveraged in real world solutions techniques must be developed that go beyond single-criterion optimization and also consider the human decision process AI is embedded in. Recent advances in explainability take a big step towards eliciting encoded patterns from ML models and engage domain experts. Only when a user understands an AI based prediction or recommendation can the user bring their insights and knowledge and interact with the AI solution to steer and influence meaningful decision processes. This talk discusses how we at IBM Research Ireland are developing interactive AI solutions to solve real world business problems.

Biography:
I am a Research Scientist leading the Interactive AI Group at the IBM Research - Ireland. My primarily work focused on the intersection of social networks and information systems. More recently my team is researching innovative solutions for interactive AI where systems influence users and users influence systems.

My Speakers Sessions

Tuesday, October 1
 

4:05pm IST