Riemannian Optimization
method
ID: riemannianoptimization
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Riemannian Optimization for Skip-Gram Negative Sampling
AbstractSkip-Gram Negative Sampling (SGNS) word embedding model, well known by its implementation in “word2vec” software, is usually optimized by stochastic gradient descent. However, the optimization of SGNS objective can be …...