229 citations · 547 across the 23 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.LG2015★ 4 cited
Convergence Rates of Active Learning for Maximum Likelihood Estimation
Kamalika Chaudhuri, Sham Kakade, Praneeth Netrapalli +1
An active learner is given a class of models, a large set of unlabeled examples, and the ability to interactively query labels of a subset of these examples; the goal of the learne…
stat.ML2015
Learning Planar Ising Models
Jason K. Johnson, Diane Oyen, Michael Chertkov +1
Inference and learning of graphical models are both well-studied problems in statistics and machine learning that have found many applications in science and engineering. However,…