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CORR
2010
Springer
165views Education» more  CORR 2010»
15 years 2 months ago
Online Learning: Beyond Regret
We study online learnability of a wide class of problems, extending the results of [26] to general notions of performance measure well beyond external regret. Our framework simult...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
GECCO
2006
Springer
287views Optimization» more  GECCO 2006»
15 years 5 months ago
A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem
In recent decades, many meta-heuristics, including genetic algorithm (GA), ant colony optimization (ACO) and various local search (LS) procedures have been developed for solving a...
Yiliang Xu, Meng-Hiot Lim, Yew-Soon Ong, Jing Tang
CONEXT
2006
ACM
15 years 8 months ago
Using forgetful routing to control BGP table size
Running the Border Gateway Protocol (BGP), the Internet’s interdomain routing protocol, consumes a large amount of memory. A BGP-speaking router typically stores one or more rou...
Elliott Karpilovsky, Jennifer Rexford
INFOCOM
2006
IEEE
15 years 8 months ago
Utility-Optimal Medium Access Control: Reverse and Forward Engineering
— This paper analyzes and designs medium access control (MAC) protocols for wireless ad-hoc networks through the network utility maximization (NUM) framework. We first reverse-e...
Jang-Won Lee, Mung Chiang, A. Robert Calderbank
JAIR
2002
163views more  JAIR 2002»
15 years 1 months ago
Efficient Reinforcement Learning Using Recursive Least-Squares Methods
The recursive least-squares (RLS) algorithm is one of the most well-known algorithms used in adaptive filtering, system identification and adaptive control. Its popularity is main...
Xin Xu, Hangen He, Dewen Hu