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COLT
2000
Springer
15 years 9 months ago
The Computational Complexity of Densest Region Detection
We investigate the computational complexity of the task of detecting dense regions of an unknown distribution from un-labeled samples of this distribution. We introduce a formal l...
Shai Ben-David, Nadav Eiron, Hans-Ulrich Simon
ALT
2000
Springer
15 years 8 months ago
Computationally Efficient Transductive Machines
In this paper1 we propose a new algorithm for providing confidence and credibility values for predictions on a multi-class pattern recognition problem which uses Support Vector mac...
Craig Saunders, Alexander Gammerman, Volodya Vovk
LCPC
2000
Springer
15 years 8 months ago
SmartApps: An Application Centric Approach to High Performance Computing
State-of-the-art run-time systems are a poor match to diverse, dynamic distributed applications because they are designed to provide support to a wide variety of applications, with...
Lawrence Rauchwerger, Nancy M. Amato, Josep Torrel...
MICCAI
2000
Springer
15 years 8 months ago
Needs Assessment for Computer-Integrated Surgery Systems
The needs of surgeons for computer-assisted systems cannot be satisfied unless their requirements and expectations are known. We determined surgeons' needs for computer-aided ...
Sarah Graham, Russell H. Taylor, Michael W. Vannie...
NAA
2000
Springer
125views Mathematics» more  NAA 2000»
15 years 8 months ago
Matrix Computations Using Quasirandom Sequences
Abstract. The convergence of Monte Carlo method for numerical integration can often be improved by replacing pseudorandom numbers (PRNs) with more uniformly distributed numbers kno...
Michael Mascagni, Aneta Karaivanova