18 citations · 33 across the 6 of their papers we have counts for
3 papers · 1 filter
Interactive Topic Modeling with Anchor Words
Sanjoy Dasgupta, Stefanos Poulis, Christopher Tosh
The formalism of anchor words has enabled the development of fast topic modeling algorithms with provable guarantees. In this paper, we introduce a protocol that allows users to in…
A Bayesian Model of Dose-Response for Cancer Drug Studies
Wesley Tansey, Christopher Tosh, David M. Blei
Exploratory cancer drug studies test multiple tumor cell lines against multiple candidate drugs. The goal in each paired (cell line, drug) experiment is to map out the dose-respons…
Diameter-based Interactive Structure Discovery
Christopher Tosh, Daniel Hsu
We introduce interactive structure discovery, a generic framework that encompasses many interactive learning settings, including active learning, top-k item identification, interac…