33 citations · 36 across the 2 of their papers we have counts for
3 papers
cs.LG2011
Robust Interactive Learning
Maria-Florina Balcan, Steve Hanneke
In this paper we propose and study a generalization of the standard active-learning model where a more general type of query, class conditional query, is allowed. Such queries have…
math.ST2011★ 33 cited
Rates of convergence in active learning
Steve Hanneke
We study the rates of convergence in generalization error achievable by active learning under various types of label noise. Additionally, we study the general problem of model sele…
stat.ML2009★ 3 cited
Discrete Temporal Models of Social Networks
Steve Hanneke, Wenjie Fu, Eric Xing
We propose a family of statistical models for social network evolution over time, which represents an extension of Exponential Random Graph Models (ERGMs). Many of the methods for…