Home › Categories › Technology› Dual-Tree Algorithms

Dual-Tree Algorithms.pdf

curtin13.pdf
Preview of Dual-Tree Algorithms
🔗 Source: proceedings.mlr.press
📊 Size: 351 KB
👤 Author: Ryan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles L. Is
⬇️ Downloads: 103

Summary

Dual-tree algorithms are a class of branch-and-bound algorithms used in machine learning, but developing them for different trees and problems is complex. A four-part logical split is introduced: tree, traversal, point-to-point base case, and pruning rule, allowing for a meta-algorithm to develop dual-tree algorithms in a tree-independent manner. This enables easy extension to new types of trees and provides representations for five common algorithms, including a novel, tighter pruning bound for k-nearest neighbor search. The meta-algorithm also allows for straightforward extensions to massively parallel settings.

Download File

Description

Dual-tree algorithms are a class of branch-and-bound algorithms used in machine learning, but developing them for different trees and problems is complex.

Technical Information

  • File Format: PDF
  • File Size: 351 KB
  • Pages: 9
  • Language: EN
  • Author: Ryan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles L. Is
  • Total Downloads: 103
  • Last Updated: 1 week ago

Document Overview

This PDF document about Dual-Tree Algorithms provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Dual-Tree Algorithms.

Related Topics

If you're interested in Dual-Tree Algorithms, you might also want to explore:

Dual-Tree guideDual-Tree tutorialAlgorithms guideAlgorithms tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

Preview of Problem Solving with Algorithms and Data Structures
PDF file

Problem Solving with Algorithms and Data Structures

4.15 MBEN240 pages
Problem Solving with Algorithms and Data Structures is a book with 7 chapters: Introduction, Algorithm Analysis, Basic Data Structures, Recursion,...
Download
Preview of online version
PDF file

online version

164 KBEN15 pages
The Centrum voor Wiskunde en Informatica (CWI) report INS-R9817, "Circular Drawings of Rooted Trees" by G. Melançon and I.
Download
Preview of Algorithms
PDF file

Algorithms

12.18 MBEN700 pages
Algorithms for Decision Making, a book by Mykel J. Kochenderfer, Tim A. Wheeler, and Kyle H.
Download
Preview of Fault Prediction
PDF file

Fault Prediction

1 MBEN5 pages
Researchers applied a Quad Tree-based K-Means clustering algorithm for software fault prediction, using Quad Trees to find initial cluster centers...
Download
Preview of Algorithms in Comparative Genomics: Exercise Solutions and Tree Covers
PDF file

Algorithms in Comparative Genomics: Exercise Solutions and Tree Covers

105 KBEN1 page
**Exercise 03, 08.11.2018:** 1. Analyze and visualize the permutation π6 using Java program InversionVisualization to construct component tree Tπ6...
Download

Download Dual-Tree Algorithms eBooks for free and learn more about Dual-Tree Algorithms. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to Dual-Tree Algorithms, try searching with similar keywords: Dual-Tree Algorithms, Algorithms In C Part 5 Graph Algorithms Pdf, Algorithms In Java Part 5 Graph Algorithms Repost , Algorithms In Java Third Edition Part 5 Graph Algorithms Pdf, Algorithms In Real Algebraic Geometry Algorithms A, Graph Algorithms Third Edition Algorithms In Java , Python Algorithms Mastering Basic Algorithms In Th, Dcx3501 M Hd Dual Tuner Dv R Set Top Dcx3501 M Hd Dual Tuner Dvr

You can download PDF versions of the user's guide, manuals and ebooks about Dual-Tree Algorithms, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about Dual-Tree Algorithms for free, but please respect copyrighted ebooks.