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Locality-sensitive hashing
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#	Item
71	Outline Novel Approaches to Nearest Neighbors Random Walks. SEARCH Class. 1 Add to Reading List Source URL: yury.name Language: English - Date: 2007-09-14 19:06:32 Artificial intelligence Discrete geometry Data mining Machine learning Information retrieval Nearest neighbor search Locality-sensitive hashing K-nearest neighbor algorithm R-tree Information science Search algorithms Mathematics
72	Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) Ping Li Department of Statistics and Biostatistics Department of Computer Science Rutgers University Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2015-01-20 13:42:14 Artificial intelligence Locality-sensitive hashing Nearest neighbor search Hash function Hash table MIPS architecture MinHash K-d tree Search algorithms Information science Information retrieval
73	Outline Mapping-based Techniques Algorithms for Nearest Neighbor Search: Lecture 3 1 Locality-Sensitive Hashing (LSH) Add to Reading List Source URL: simsearch.yury.name Language: English - Date: 2007-09-11 19:15:28 Information retrieval Locality-sensitive hashing Nearest neighbor search Hash function K-nearest neighbor algorithm Search algorithms Information science Artificial intelligence
74	Mapping-based Techniques Algorithms for Nearest Neighbor Search: Lecture 3 Yury Lifshits http://yury.name Steklov Institute of Mathematics at St.Petersburg California Institute of Technology Add to Reading List Source URL: simsearch.yury.name Language: English - Date: 2007-09-11 19:13:44 Artificial intelligence Locality-sensitive hashing Nearest neighbor search Hamming distance K-nearest neighbor algorithm Hash function Hamming Search algorithms Information science Mathematics
75	Similarity Search in a Nutshell Similarity Search: a Web Perspective Input: Set of objects Task: Preprocess it Add to Reading List Source URL: yury.name Language: English - Date: 2007-10-19 22:50:42 Search algorithms Information retrieval Data mining Machine learning Dimension reduction Nearest neighbor search Metric tree Locality-sensitive hashing M-tree Information science Mathematics Geometry
76	Nearest Neighbor Queries in Metric Spaces Kenneth L. Clarkson Bell Laboratories, Lucent Technologies Murray Hill, New Jersey[removed]removed] http://cm.bell-labs.com/who/clarkson/ Add to Reading List Source URL: cm.bell-labs.com Language: English Search algorithms Discrete geometry Mathematical optimization Nearest neighbor search Numerical analysis Valuation Locality-sensitive hashing Electron-longitudinal acoustic phonon interaction Information science Mathematics Geometry
77	Making Nearest Neighbors Easier Restrictions on Input Tractable solution: poly (n) preprocessing, poly log(n) search time General case of nearest neighbors seems to be intractable Add to Reading List Source URL: simsearch.yury.name Language: English - Date: 2007-09-11 19:50:50 Information retrieval Nearest neighbor search K-nearest neighbor algorithm Factorial Minkowski–Bouligand dimension Locality-sensitive hashing Exponential mechanism Mathematics Information science Search algorithms
78	Outline Branch and Bound Algorithms for Nearest Neighbor Search: Lecture 1 Yury Lifshits http://yury.name Add to Reading List Source URL: simsearch.yury.name Language: English - Date: 2007-09-11 18:32:40 Computing Nearest neighbor search K-d tree R-tree Vp-tree M-tree Locality-sensitive hashing K-nearest neighbor algorithm Honda P series Information science Mathematics Search algorithms
79	Similarity Estimation Techniques from Rounding Algorithms Moses S. Charikar Dept. of Computer Science Princeton University 35 Olden Street Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2004-02-04 10:27:32 Information retrieval Hashing Error detection and correction Hash functions Dimension reduction Locality-sensitive hashing Jaccard index Locality preserving hashing Kullback–Leibler divergence Search algorithms Information science Statistics
80	Comparing Nearest Neighbor Algorithms in High-Dimensional Space Hendra Gunadi College of Engineering and Computer Science Australian National University Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-11-14 04:03:55 Mathematics Nearest neighbor search K-nearest neighbor algorithm Locality-sensitive hashing Ε-approximate nearest neighbor search Nearest-neighbor chain algorithm Information science Search algorithms Artificial intelligence

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