48 citations · 77 across the 10 of their papers we have counts for
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cs.LG2020★ 3 cited
A Tale of Two Efficient and Informative Negative Sampling Distributions
Shabnam Daghaghi, Tharun Medini, Nicholas Meisburger +3
Softmax classifiers with a very large number of classes naturally occur in many applications such as natural language processing and information retrieval. The calculation of full…
cs.LG2020★ 2 cited
SOLAR: Sparse Orthogonal Learned and Random Embeddings
Tharun Medini, Beidi Chen, Anshumali Shrivastava
Dense embedding models are commonly deployed in commercial search engines, wherein all the document vectors are pre-computed, and near-neighbor search (NNS) is performed with the q…