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» Improved Approximation Algorithms for Label Cover Problems
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SODA
2010
ACM
177views Algorithms» more  SODA 2010»
16 years 6 days ago
On the Exact Space Complexity of Sketching and Streaming Small Norms
We settle the 1-pass space complexity of (1 ? )approximating the Lp norm, for real p with 1 p 2, of a length-n vector updated in a length-m stream with updates to its coordinate...
Daniel M. Kane, Jelani Nelson, David P. Woodruff
AIPS
2009
15 years 4 months ago
Incremental Policy Generation for Finite-Horizon DEC-POMDPs
Solving multiagent planning problems modeled as DECPOMDPs is an important challenge. These models are often solved by using dynamic programming, but the high resource usage of cur...
Christopher Amato, Jilles Steeve Dibangoye, Shlomo...
KDD
2001
ACM
145views Data Mining» more  KDD 2001»
16 years 3 months ago
Proximal support vector machine classifiers
Given a dataset, each element of which labeled by one of k labels, we construct by a very fast algorithm, a k-category proximal support vector machine (PSVM) classifier. Proximal s...
Glenn Fung, Olvi L. Mangasarian
ICRA
2006
IEEE
120views Robotics» more  ICRA 2006»
15 years 8 months ago
Autonomous Enhancement of Disruption Tolerant Networks
— Mobile robots have successfully solved many real world problems. In the following we present the use of mobile robots to address the novel and challenging problem of providing ...
Brendan Burns, Oliver Brock, Brian Neil Levine
ICDCN
2009
Springer
15 years 7 months ago
Optimizing Multi-hop Queries in ZigBee Based Multi-sink Sensor Networks
Wireless sensor networks with multiple users collecting data directly from the sensors have many potential applications. An important problem is to allocate for each user a query r...
Bing Han, Gwendal Simon