Sciweavers

730 search results - page 39 / 146
» Faster dimension reduction
Sort
View
SIAMSC
2010
159views more  SIAMSC 2010»
13 years 7 months ago
Parameter and State Model Reduction for Large-Scale Statistical Inverse Problems
A greedy algorithm for the construction of a reduced model with reduction in both parameter and state is developed for efficient solution of statistical inverse problems governed b...
Chad Lieberman, Karen Willcox, Omar Ghattas
IEEEVAST
2010
13 years 3 months ago
DimStiller: Workflows for dimensional analysis and reduction
DimStiller is a system for dimensionality reduction and analysis. It frames the task of understanding and transforming input dimensions as a series of analysis steps where users t...
Stephen Ingram, Tamara Munzner, Veronika Irvine, M...
DAC
1999
ACM
14 years 1 months ago
Model Order-Reduction of RC(L) Interconnect Including Variational Analysis
As interconnect feature sizes continue to scale to smaller dimensions, long interconnect can dominate the IC timing performance, but the interconnect parameter variations make it ...
Ying Liu, Lawrence T. Pileggi, Andrzej J. Strojwas
CORR
2010
Springer
92views Education» more  CORR 2010»
13 years 7 months ago
Random Projections for $k$-means Clustering
This paper discusses the topic of dimensionality reduction for k-means clustering. We prove that any set of n points in d dimensions (rows in a matrix A ∈ Rn×d ) can be project...
Christos Boutsidis, Anastasios Zouzias, Petros Dri...
SIGMOD
2009
ACM
121views Database» more  SIGMOD 2009»
14 years 9 months ago
Query-aware shrinking test databases
Keeping the test databases as small as possible leads to faster execution of tests and facilitates the task of completing the test cases and evaluating the actual outputs against ...
Claudio de la Riva, Javier Tuya, María Jos&...