37 citations · 44 across the 12 of their papers we have counts for
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cs.IR2016
Efficient Document Indexing Using Pivot Tree
Gaurav Singh, Benjamin Piwowarski
We present a novel method for efficiently searching top-k neighbors for documents represented in high dimensional space of terms based on the cosine similarity. Mostly, documents a…
cs.LG2016★ 1 cited
Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings
Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor
In a traditional setting, classifiers are trained to approximate a target function where at least a sample for each is presented to the training algor…