4 papers
Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines
Cun Mu, Jun Zhao, Guang Yang +2
A growing interest has been witnessed recently from both academia and industry in building nearest neighbor search (NNS) solutions on top of full-text search engines. Compared with…
A Machine Learning Approach to Shipping Box Design
Guang Yang, Cun Mu
Having the right assortment of shipping boxes in the fulfillment warehouse to pack and ship customer's online orders is an indispensable and integral part of nowadays eCommerce bus…
Towards Practical Visual Search Engine within Elasticsearch
Cun Mu, Jun Zhao, Guang Yang +2
In this paper, we describe our end-to-end content-based image retrieval system built upon Elasticsearch, a well-known and popular textual search engine. As far as we know, this is…
Revisiting Skip-Gram Negative Sampling Model with Rectification
Cun Mu, Guang Yang, Zheng Yan
We revisit skip-gram negative sampling (SGNS), one of the most popular neural-network based approaches to learning distributed word representation. We first point out the ambiguity…