73 citations · 82 across the 3 of their papers we have counts for
3 papers
cs.LG2010
A Geometric View of Conjugate Priors
Arvind Agarwal, Hal Daume
In Bayesian machine learning, conjugate priors are popular, mostly due to mathematical convenience. In this paper, we show that there are deeper reasons for choosing a conjugate pr…
cs.LG2009★ 9 cited
Streamed Learning: One-Pass SVMs
Piyush Rai, Hal Daumé, Suresh Venkatasubramanian
We present a streaming model for large-scale classification (in the context of -SVM) by leveraging connections between learning and computational geometry. The streaming mo…
cs.LG2009★ 73 cited
Search-based Structured Prediction
Hal Daumé, John Langford, Daniel Marcu
We present Searn, an algorithm for integrating search and learning to solve complex structured prediction problems such as those that occur in natural language, speech, computation…