274 citations · 480 across the 29 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.LG2015★ 55 cited
Active Learning from Weak and Strong Labelers
Chicheng Zhang, Kamalika Chaudhuri
An active learner is given a hypothesis class, a large set of unlabeled examples and the ability to interactively query labels to an oracle of a subset of these examples; the goal…
stat.ML2015★ 3 cited
Spectral Learning of Large Structured HMMs for Comparative Epigenomics
Chicheng Zhang, Jimin Song, Kevin C Chen +1
We develop a latent variable model and an efficient spectral algorithm motivated by the recent emergence of very large data sets of chromatin marks from multiple human cell types.…