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SDM
2008
SIAM
140views Data Mining» more  SDM 2008»
14 years 11 months ago
Large-Scale Many-Class Learning
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
Omid Madani, Michael Connor
CPC
2006
110views more  CPC 2006»
14 years 9 months ago
Solving Sparse Random Instances of Max Cut and Max 2-CSP in Linear Expected Time
Abstract. We show that a maximum cut of a random graph below the giantcomponent threshold can be found in linear space and linear expected time by a simple algorithm. In fact, the ...
Alexander D. Scott, Gregory B. Sorkin
QSHINE
2005
IEEE
15 years 3 months ago
Link Scheduling with Power Control for Throughput Enhancement in Multihop Wireless Networks
Abstract— Throughput is an important performance consideration for multihop wireless networks. In this paper, we study the joint link scheduling and power control problem, focusi...
Jian Tang, Guoliang Xue, Christopher Chandler, Wei...
ATAL
2006
Springer
15 years 1 months ago
MDPOP: faithful distributed implementation of efficient social choice problems
We model social choice problems in which self interested agents with private utility functions have to agree on values for a set of variables subject to side constraints. The goal...
Adrian Petcu, Boi Faltings, David C. Parkes
ESA
2000
Springer
112views Algorithms» more  ESA 2000»
15 years 1 months ago
Resource Constrained Shortest Paths
The resource constrained shortest path problem (CSP) asks for the computation of a least cost path obeying a set of resource constraints. The problem is NP-complete. We give theore...
Kurt Mehlhorn, Mark Ziegelmann