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Documents Multidimensional indexing

1. Multidimensional indexing Курс «Базы данных» Антон Волохов Yandex2 декабря 2013 г.А. В. Волохов (Yandex)Indexing2 декабря…

Engineering 5 efficient-matching.ppt

Large-scale visual recognition Efficient matching Florent Perronnin, XRCE Hervé Jégou, INRIA CVPR tutorial June 16, 2012 Outline !! Preliminary !! Locality Sensitive Hashing:…

Software Spotify's Music Recommendations Lambda Architecture

1. Spotify’s Music Recommendations Lambda Architecture Esh Kumar @eshvk Emily Samuels @emilymsa 2. Overview ‣ Why Lambda? ‣ Use Case: Discover Recommendations • Batch…

Documents flann_manual-1.8.4

FLANN - Fast Library for Approximate Nearest Neighbors User Manual Marius Muja, [email protected] David Lowe, [email protected] January 24, 2013 1 Introduction We can define…

Documents Approximate Nearest Neighbors and the Fast Johnson-Lindenstrauss Transform Nir Ailon, Bernard...

Slide 1 Approximate Nearest Neighbors and the Fast Johnson-Lindenstrauss Transform Nir Ailon, Bernard Chazelle (Princeton University) Slide 2 Dimension Reduction  Algorithmic…

Documents Computer Vision A Hand-Held “Scanner” for Large-Format Images COMP 256 Adrian Ilie Steps...

Slide 1 Computer Vision A Hand-Held “Scanner” for Large-Format Images COMP 256 Adrian Ilie Steps Towards Slide 2 Computer Vision Previous Work: Panoramas Feature extracting:…

Documents Nearest Neighbor Retrieval Using Distance-Based Hashing

Nearest Neighbor Retrieval Using Distance-Based Hashing Vassilis Athitsos Michalis Potamias+ University of Texas, Arlington Boston University Panagiotis Papapetrou George…

Documents Approximate Nearest Neighbors: Towards Removing the Curse of Dimensionality

Approximate Nearest Neighbors: Towards Removing the Curse of Dimensionality Piotr Indyk, Rajeev Motwani The 30th annual ACM symposium on theory of computing 1998 Problems…

Documents B-trees and kd-trees Piotr Indyk (slides partially by Lars Arge from Duke U)

B-trees and kd-trees Piotr Indyk (slides partially by Lars Arge from Duke U) Cache-Oblivious Priority Queue and Graph Algorithm Applications Before we start If you are considering…

Documents Approximate Nearest Neighbors and the Fast Johnson-Lindenstrauss Transform

Approximate Nearest Neighbors and the Fast Johnson-Lindenstrauss Transform Nir Ailon, Bernard Chazelle (Princeton University) Dimension Reduction Algorithmic metric embedding…