26 citations · 56 across the 18 of their papers we have counts for
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cs.LG2019
Interleaved Composite Quantization for High-Dimensional Similarity Search
Soroosh Khoram, Stephen J Wright, Jing Li
Similarity search retrieves the nearest neighbors of a query vector from a dataset of high-dimensional vectors. As the size of the dataset grows, the cost of performing the distanc…
cs.LG2019★ 1 cited
A Distributed Quasi-Newton Algorithm for Primal and Dual Regularized Empirical Risk Minimization
Ching-pei Lee, Cong Han Lim, Stephen J. Wright
We propose a communication- and computation-efficient distributed optimization algorithm using second-order information for solving empirical risk minimization (ERM) problems with…