31 citations · 159 across the 14 of their papers we have counts for
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cs.LG2013★ 16 cited
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens
Ravi Ganti, Alexander G. Gray
In this paper we propose a multi-armed bandit inspired, pool based active learning algorithm for the problem of binary classification. By carefully constructing an analogy between…
stat.ML2013★ 1 cited
Local Support Vector Machines:Formulation and Analysis
Ravi Ganti, Alexander Gray
We provide a formulation for Local Support Vector Machines (LSVMs) that generalizes previous formulations, and brings out the explicit connections to local polynomial learning used…