Mon, Sep 23, 2019 @ 04:00 PM - 05:00 PM
Computer Science, Information Sciences Institute
Conferences, Lectures, & Seminars
Speaker: Odd Erik Gundersen, Adjunct Associate Professor, Norwegian University of Science and Technology
Talk Title: Reproducibility in AI: Standing on the Feet of Giants
Series: Invited Lecture Series
Abstract: First, we need a common understanding of what reproducibility is. Then, I will talk about some of the challenges we face related to reproducing empirical AI research and give some examples of studies that have tried to reproduce results from AI and machine learning. Having this understanding we can identify what we need to do to improve the reproducibility of our own experiments.
Biography: Odd Erik Gundersen is an adjunct associate professor at the Norwegian University of Science and Technology (NTNU) in Trondheim, Norway, where he teaches courses and supervises master students in AI. He received his PhD from the Norwegian University of Science and Technology. Gundersen has applied AI in the industry, mostly for startups, since 2006. He has conducted several analysis of reproducibility in the artificial intelligence and machine learning literature, and has developed guidelines for reproducibility in data science. Currently, he investigates how AI can be applied in the renewable energy sector and for driver training.
For more information and future speakers, please visit:
Host: Yolanda Gil, Director of Center for Knowledge-Driven Interdisciplinary Data Science (CKIDS)
More Info: https://sites.usc.edu/ckids/events/invited-lecture-series/
Audiences: Everyone Is Invited