44 min listen
Google's New Data Engine, Activation Atlas, and LIME
FromJournal Club
ratings:
Length:
39 minutes
Released:
Mar 22, 2020
Format:
Podcast episode
Description
George discusses Google's Dataset Search leaving its closed beta program, and what potential applications it will have for businesses, scholars, and hobbyists. Alex brings an article about Activation Atlases and we discusses the applicability to machine learning interpretability. Lan leads a discussion about the paper Attention is not Explanation from Sarthak Jain and Byron C. Wallace. It explores the relationship between attention weights and feature importance scores (spoilers in the title). Kyle shamelessly promotes his blog post using LIME to explain a simple prediction model trained on Wikipedia data.
Released:
Mar 22, 2020
Format:
Podcast episode
Titles in the series (27)
Chess Transformer, Kaggle Scandal, and Interpretability Zoo: 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... by Journal Club