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» Topic-Specific Optimization and Structuring
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ICCV
2003
IEEE
16 years 4 months ago
Multiclass Spectral Clustering
We propose a principled account on multiclass spectral clustering. Given a discrete clustering formulation, we first solve a relaxed continuous optimization problem by eigendecomp...
Stella X. Yu, Jianbo Shi
132
Voted
SIGMOD
2004
ACM
184views Database» more  SIGMOD 2004»
16 years 2 months ago
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies
The rich dependency structure found in the columns of real-world relational databases can be exploited to great advantage, but can also cause query optimizers--which usually assum...
Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul B...
111
Voted
ICCAD
2003
IEEE
145views Hardware» more  ICCAD 2003»
15 years 11 months ago
Manufacturing-Aware Physical Design
Ultra-deep submicron manufacturability impacts physical design (PD) through complex layout rules and large guardbands for process variability; this creates new requirements for ne...
Puneet Gupta, Andrew B. Kahng
133
Voted
EDBT
2010
ACM
208views Database» more  EDBT 2010»
15 years 9 months ago
Stream schema: providing and exploiting static metadata for data stream processing
Schemas, and more generally metadata specifying structural and semantic constraints, are invaluable in data management. They facilitate conceptual design and enable checking of da...
Peter M. Fischer, Kyumars Sheykh Esmaili, Ren&eacu...
IPPS
2009
IEEE
15 years 9 months ago
Annotation-based empirical performance tuning using Orio
In many scientific applications, significant time is spent tuning codes for a particular highperformance architecture. Tuning approaches range from the relatively nonintrusive (...
Albert Hartono, Boyana Norris, Ponnuswamy Sadayapp...