AI Seminar Series 2023: Russ Greiner

liwaiwai_ai-seminar-series-2023-russ-greiner-00

The AI Seminar is a weekly meeting at the University of Alberta where researchers interested in artificial intelligence (AI) can share their research. Presenters include both local speakers from the University of Alberta and visitors from other institutions. Topics can be related in any way to artificial intelligence, from foundational theoretical work to innovative applications of AI techniques to new fields and problems.

On September 15, Russ Greiner —a PhD Candidate at the University of Alberta — presented “Learning Models that Predict Objective, Actionable Labels” at the AI Seminar.

Abstract:
Many medical researchers want a tool that “does what a top medical clinician does, but does it better”.  This presentation explores this goal. This requires first defining what “better” means, leading to the idea of outcomes that are “objective” and then to ones that are actionable, with a meaningful evaluation measure. We will discuss some of the subtle issues in this exploration – what does “objective” mean, the role of the (perhaps personalized) evaluation function, multi-step actions, counterfactual issues, distributional evaluations, etc.  Collectively, this analysis argues we should learn models whose outcome labels are objective and actionable, as that will lead to tools that are useful and cost-effective.

Watch the full presentation below:

Image credits: Amii Intelligence

By: Scott Lilwall
originally published at: amii

Source: cyberpogo.com

Read More  The Next Generation Of AI For Developers And Google Workspace

For enquiries, product placements, sponsorships, and collaborations, connect with us at [email protected]. We'd love to hear from you!

Read More

liwaiwai_Apple-WWDC24-Apple-Intelligence-hero-240610_c

Introducing Apple Intelligence, the personal intelligence system that puts powerful generative models at the core of iPhone, iPad, and Mac

10 June 2024PRESS RELEASE Introducing Apple Intelligence, the personal intelligence system that puts powerful gener
Read More
tvOS 18 introduces intelligent new features like InSight that level up cinematic experiences. Users can stream Palm Royale on the Apple TV app with a subscription.

Updates to the Home experience elevate entertainment and bring more convenience 

10 June 2024 PRESS RELEASE tvOS 18 introduces new cinematic experiences with InSight, Enhance Dialogue, and subtitles CU
Read More