26 citations · 53 across the 13 of their papers we have counts for
3 papers · 1 filter
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…
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…
Training Set Debugging Using Trusted Items
Xuezhou Zhang, Xiaojin Zhu, Stephen J. Wright
Training set bugs are flaws in the data that adversely affect machine learning. The training set is usually too large for man- ual inspection, but one may have the resources to ver…