Bibliography

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Ludwig Schmidt edited this page Dec 10, 2015 · 3 revisions

Bibliography

The following is a list of papers that FALCONN builds on.

Papers About LSH

P. Indyk, R. Motwani, "Approximate Nearest Neighbors: Towards Removing the Curse of Dimensionality", STOC 1998 (link to the journal version joint with S. Har-Peled)
M. Charikar, "Similarity Estimation Techniques from Rounding Algorithms", STOC 2002 (link)
Q. Lv, W. Josephson, Z. Wang, M. Charikar, K. Li, "Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search", VLDB 2007 (link)
K. Terasawa, Y. Tanaka, "Spherical LSH for Approximate Nearest Neighbor Search on Unit Hypersphere", WADS 2007 (link)
A. Andoni, P. Indyk, T. Laarhoven, I. Razenshteyn, L. Schmidt, "Practical and Optimal LSH for Angular Distance", NIPS 2015 (link)

Other Papers

N. Ailon, B. Chazelle, "The Fast Johnson–Lindenstrauss Transform And Approximate Nearest Neighbors", STOC 2006, (link)
K. Weinberger, A. Dasgupta, J. Attenberg, J. Langford, A. Smola, "Feature Hashing for Large Scale Multitask Learning", ICML 2009 (link)