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Albert, Seinfeld, and Explainable AI

Albert, Seinfeld, and Explainable AI

FromJournal Club


Albert, Seinfeld, and Explainable AI

FromJournal Club

ratings:
Length:
36 minutes
Released:
Mar 22, 2020
Format:
Podcast episode

Description

Kyle discusses Google's recent open sourcing of ALBERT, a variant of the famous BERT model for natural language processing. ALBERT is more compact and uses fewer parameters.  George leads a discussion about the paper Explainable Artificial Intelligence: Understanding, visualizing, and interpreting deep learning models by Samek, Wiegand, and Muller. This work introduces two tools for generating local interpretability and a novel metric to objectively compare the quality of explanations. Last but not least, Lan talks about her experience generating new Seinfeld scripts using GPT-2.
Released:
Mar 22, 2020
Format:
Podcast episode

Titles in the series (27)

Welcome to a brand new show from Data Skeptic entitled "Journal Club". Each episode will feature a regular panel and one revolving guest seat. The group will discuss a few topics related to data science and focus on one featured scholarly paper which is discussed in detail.