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JMLR
2010
147views more  JMLR 2010»
13 years 4 months ago
Spectral Regularization Algorithms for Learning Large Incomplete Matrices
We use convex relaxation techniques to provide a sequence of regularized low-rank solutions for large-scale matrix completion problems. Using the nuclear norm as a regularizer, we...
Rahul Mazumder, Trevor Hastie, Robert Tibshirani
WSC
2007
13 years 11 months ago
Simulating pandemic influenza risks of US cities
We describe the spatial Agent-Based Computational Laboratory that we have developed to study the pandemic influenza risks of US cities. This research presented a series of interes...
Catherine Dibble, Stephen Wendel, Kristofor Carle
VIS
2003
IEEE
121views Visualization» more  VIS 2003»
14 years 10 months ago
Hierarchical Clustering for Unstructured Volumetric Scalar Fields
We present a method to represent unstructured scalar fields at multiple levels of detail. Using a parallelizable classification algorithm to build a cluster hierarchy, we generate...
Christopher S. Co, Bjørn Heckel, Hans Hagen...
VIS
2009
IEEE
430views Visualization» more  VIS 2009»
14 years 7 months ago
Interactive Volume Rendering of Functional Representations in Quantum Chemistry
Simulation and computation in chemistry studies have been improved as computational power has increased over decades. Many types of chemistry simulation results are available, from...
Yun Jang and Ugo Varetto
ICAC
2008
IEEE
14 years 3 months ago
An Adaptive Middleware for Supporting Time-Critical Event Response
Abstract— There are many applications where a timely response to an important event is needed. Often such response can require significant computation and possibly communication...
Qian Zhu, Gagan Agrawal