16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 16 cited
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products
Tharun Medini, Qixuan Huang, Yiqiu Wang +2
In the last decade, it has been shown that many hard AI tasks, especially in NLP, can be naturally modeled as extreme classification problems leading to improved precision. However…
cs.DC2018
Extreme Classification in Log Memory
Qixuan Huang, Yiqiu Wang, Tharun Medini +1
We present Merged-Averaged Classifiers via Hashing (MACH) for K-classification with ultra-large values of K. Compared to traditional one-vs-all classifiers that require O(Kd) memor…