438 citations · 879 across the 14 of their papers we have counts for
3 papers · 1 filter
Parallelizing Word2Vec in Multi-Core and Many-Core Architectures
Shihao Ji, Nadathur Satish, Sheng Li +1
Word2vec is a widely used algorithm for extracting low-dimensional vector representations of words. State-of-the-art algorithms including those by Mikolov et al. have been parallel…
PANDA: Extreme Scale Parallel K-Nearest Neighbor on Distributed Architectures
Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram +8
Computing -Nearest Neighbors (KNN) is one of the core kernels used in many machine learning, data mining and scientific computing applications. Although kd-tree based $O(\log n)…
Parallelizing Word2Vec in Shared and Distributed Memory
Shihao Ji, Nadathur Satish, Sheng Li +1
Word2Vec is a widely used algorithm for extracting low-dimensional vector representations of words. It generated considerable excitement in the machine learning and natural languag…