Skip to main content
Loading Events

« All Events

  • This event has passed.

STOR Colloquium: Chudi Zhong, Duke University

8 Jan @ 3:30 pm - 4:30 pm

STOR Colloquium: Chudi Zhong, Duke University

8 Jan @ 3:30 pm – 4:30 pm

Towards A New Frontier of Trustworthy AI: Interpretable Machine Learning Algorithms that Produce All Good Models

Machine learning has been increasingly deployed for high-stakes decisions that deeply impact people’s lives. My research focuses on developing interpretable algorithms and pipelines to ensure the safe and efficient utilization of machine learning models in the decision-making process. In this talk, I will introduce a new paradigm, called learning the Rashomon set, which finds and stores all models within epsilon of the optimal loss. I will present algorithms for finding optimal models and Rashomon sets, discuss how this new paradigm can break the interaction bottleneck between users and ML algorithms, and provide examples of its applications.

Share this Event

STOR Colloquium: Chudi Zhong, Duke University

This event has passed.

Details

Date:
8 Jan
Time:
3:30 pm – 4:30 pm

Venue

120 Hanes Hall
Hanes Hall, Chapel Hill, NC, 27599, United States

Organizer

Details

Date:
8 Jan
Time:
3:30 pm - 4:30 pm
Event Category:

Venue

120 Hanes Hall
Hanes Hall
Chapel Hill, NC 27599 United States
+ Google Map