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06/24/2019
An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space
In this paper, we compare the performances of FAISS and FENSHSES on near...
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02/20/2019
Empowering Elasticsearch with Exact and Fast r-Neighbor Search in Hamming Space
A growing interest has been witnessed recently in building nearest neigh...
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06/23/2018
Towards Practical Visual Search Engine within Elasticsearch
In this paper, we describe our end-to-end content-based image retrieval ...
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04/01/2018
Revisiting Skip-Gram Negative Sampling Model with Regularization
We revisit skip-gram negative sampling (SGNS), a popular neural-network ...
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06/05/2017
Greedy Approaches to Symmetric Orthogonal Tensor Decomposition
Finding the symmetric and orthogonal decomposition (SOD) of a tensor is ...
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05/29/2017
Successive Rank-One Approximations for Nearly Orthogonally Decomposable Symmetric Tensors
Many idealized problems in signal processing, machine learning and stati...
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03/29/2014
Scalable Robust Matrix Recovery: Frank-Wolfe Meets Proximal Methods
Recovering matrices from compressive and grossly corrupted observations ...
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07/22/2013
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery
Recovering a low-rank tensor from incomplete information is a recurring ...
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07/04/2013