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» Generalization Bounds for Some Ordinal Regression Algorithms
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ISAAC
2005
Springer
138views Algorithms» more  ISAAC 2005»
14 years 1 months ago
On the Complexity of Rocchio's Similarity-Based Relevance Feedback Algorithm
In this paper, we prove for the first time that the learning complexity of Rocchio’s algorithm is O(d+d2 (log d+log n)) over the discretized vector space {0, . . . , n − 1}d ,...
Zhixiang Chen, Bin Fu
LCTRTS
2005
Springer
14 years 1 months ago
Upper bound for defragmenting buddy heaps
Knuth’s buddy system is an attractive algorithm for managing storage allocation, and it can be made to operate in real-time. At some point, storage-management systems must eithe...
Delvin C. Defoe, Sharath R. Cholleti, Ron Cytron
STACS
1995
Springer
13 years 12 months ago
Generalized Scans and Tri-Diagonal Systems
Motivatedby the analysis of known parallel techniques for the solution of linear tridiagonal system, we introduce generalized scans, a class of recursively de ned lengthpreserving...
Paul F. Fischer, Franco P. Preparata, John E. Sava...
CORR
2010
Springer
94views Education» more  CORR 2010»
13 years 7 months ago
When LP is the Cure for Your Matching Woes: Improved Bounds for Stochastic Matchings
Abstract Consider a random graph model where each possible edge e is present independently with some probability pe. Given these probabilities, we want to build a large/heavy match...
Nikhil Bansal, Anupam Gupta, Jian Li, Juliá...
CORR
2006
Springer
172views Education» more  CORR 2006»
13 years 8 months ago
Approximate Convex Optimization by Online Game Playing
This paper describes a general framework for converting online game playing algorithms into constrained convex optimization algorithms. This framework allows us to convert the wel...
Elad Hazan