Fetching the paper…
Reading the bibliography…
We present PUFFINN, a parameterless LSH-based index for solving the $k$-nearest neighbor problem with probabilistic guarantees.
Multidimensional binary search trees used for associative searching
Jon Louis Bentley · 1975
Earlier work this paper cites.
Data structures and algorithms for nearest neighbor search in general metric spaces
Peter N. Yianilos · 1993
Earlier work this paper cites.
On the resemblance and containment of documents
Andrei Z. Broder · 1997
Earlier work this paper cites.
M-tree: An efficient access method for similarity search in metric spaces
Paolo Ciaccia, Marco Patella, and Pavel Zezula · 1997
Earlier work this paper cites.
Approximate nearest neighbors: Towards removing the curse of dimensionality
Piotr Indyk and Rajeev Motwani · 1998
Earlier work this paper cites.
Approximate similarity retrieval with M-Trees
Pavel Zezula, Pasquale Savino, Giuseppe Amato, and Fausto Rabitti · 1998
Earlier work this paper cites.
Similarity estimation techniques from rounding algorithms
Moses Charikar · 2002
Earlier work this paper cites.
E2LSH, user manual
Alexandr Andoni and Piotr Indyk · 2005
Earlier work this paper cites.
LSH forest: self-tuning indexes for similarity search
Mayank Bawa, Tyson Condie, and Prasanna Ganesan · 2005
Earlier work this paper cites.
Efficient algorithms for substring near neighbor problem
Alexandr Andoni and Piotr Indyk · 2006
Earlier work this paper cites.
Spherical LSH for approximate nearest neighbor search on unit hypersphere
Kengo Terasawa and Yuzuru Tanaka · 2007
Cited alongside, same era.
Modeling LSH for performance tuning
Wei Dong, Zhe Wang, William Josephson, Moses Charikar, and Kai Li · 2008
Cited alongside, same era.
Random features for large-scale kernel machines
Ali Rahimi and Benjamin Recht · 2008
Cited alongside, same era.
Theory and applications of b -bit minwise hashing
Ping Li and Arnd Christian König · 2011
Cited alongside, same era.
Approximate nearest neighbor: Towards removing the curse of dimensionality
Sariel Har-Peled, Piotr Indyk, and Rajeev Motwani · 2012
Cited alongside, same era.
Bayesian locality sensitive hashing for fast similarity search
Venu Satuluri and Srinivasan Parthasarathy · 2012
Cited alongside, same era.
Y. A. Malkov and D. A. Yashunin · 2016
Later among the works it cites.
ANN-Benchmarks: A Benchmarking Tool for Approximate Nearest Neighbor Algorithms
Martin Aumüller, Erik Bernhardsson, and Alexander Faithfull · 2017
Later among the works it cites.
Fast locality-sensitive hashing for approximate near neighbor search
Tobias Christiani · 2017
Later among the works it cites.
A framework for similarity search with space-time tradeoffs using locality-sensitive filtering
Tobias Christiani · 2017
Later among the works it cites.
Fast similarity sketching
Søren Dahlgaard, Mathias Bæk Tejs Knudsen, and Mikkel Thorup · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
Cited alongside, same era.
Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning · 2014
Cited alongside, same era.
Practical and optimal LSH for angular distance
A. Andoni, P. Indyk, T. Laarhoven, I. Razenshteyn, and L. Schmidt · 2015
Cited alongside, same era.
Engineering efficient and effective non-metric space library
Leonid Boytsov and Bilegsaikhan Naidan
Cited in the paper.
Random projection trees and low dimensional manifolds
Sanjoy Dasgupta and Yoav Freund
Cited in the paper.
Fast approximate nearest neighbors with automatic algorithm configuration
Marius Muja and David G. Lowe
Cited in the paper.
Jeff Johnson, Matthijs Douze, and Hervé Jégou · 2017
Later among the works it cites.
Confirmation sampling for exact nearest neighbor search
Tobias Christiani, Rasmus Pagh, and Mikkel Thorup · 2018
Later among the works it cites.
M. Iwasaki and D. Miyazaki · 2018
Later among the works it cites.
Similarity sketching
Rasmus Pagh · 2019
Closest in time.