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FOCS
2010
IEEE
15 years 10 days ago
Learning Convex Concepts from Gaussian Distributions with PCA
We present a new algorithm for learning a convex set in n-dimensional space given labeled examples drawn from any Gaussian distribution. The complexity of the algorithm is bounded ...
Santosh Vempala
HUC
2005
Springer
15 years 7 months ago
Fast and Robust Interface Generation for Ubiquitous Applications
Abstract. We present Supple, a novel toolkit which automatically generates interfaces for ubiquitous applications. Designers need only specify declarative models of the interface a...
Krzysztof Gajos, David B. Christianson, Raphael Ho...
115
Voted
ICDM
2007
IEEE
104views Data Mining» more  ICDM 2007»
15 years 8 months ago
Secure Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases
Privacy-preserving data mining (PPDM) techniques aim to construct efficient data mining algorithms while maintaining privacy. Statistical disclosure limitation (SDL) techniques a...
Aleksandra B. Slavkovic, Yuval Nardi, Matthew M. T...
IMCSIT
2010
14 years 9 months ago
Multi-level Parallelization with Parallel Computational Services in BeesyCluster
The paper presents a concept, implementation and real examples of dynamic parallelization of computations using services derived from MPI applications deployed in the BeesyCluster ...
Pawel Czarnul
113
Voted
IPPS
2005
IEEE
15 years 8 months ago
MOCCA - Towards a Distributed CCA Framework for Metacomputing
— We describe the design and implementation of MOCCA, a distributed CCA framework implemented using the H2O metacomputing system. Motivated by the quest for appropriate metasyste...
Maciej Malawski, Dawid Kurzyniec, Vaidy S. Sundera...