15 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.AI2016★ 4 cited
Analysis of a Design Pattern for Teaching with Features and Labels
Christopher Meek, Patrice Simard, Xiaojin Zhu
We study the task of teaching a machine to classify objects using features and labels. We introduce the Error-Driven-Featuring design pattern for teaching using features and labels…
cs.AI2014★ 15 cited
ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems
Patrice Simard, David Chickering, Aparna Lakshmiratan +7
Quick interaction between a human teacher and a learning machine presents numerous benefits and challenges when working with web-scale data. The human teacher guides the machine to…