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135
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ICML
2007
IEEE
16 years 4 months ago
Self-taught learning: transfer learning from unlabeled data
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
Rajat Raina, Alexis Battle, Honglak Lee, Benjamin ...
152
Voted
DATE
2009
IEEE
90views Hardware» more  DATE 2009»
15 years 10 months ago
Property analysis and design understanding
—Verification is a major issue in circuit and system design. Formal methods like bounded model checking (BMC) can guarantee a high quality of the verification. There are severa...
Ulrich Kühne, Daniel Große, Rolf Drechs...
114
Voted
ISMVL
2009
IEEE
107views Hardware» more  ISMVL 2009»
15 years 10 months ago
Regular Encodings from Max-CSP into Partial Max-SAT
We define a number of original encodings, called regular encodings, that map Max-CSP instances into Partial MaxSAT instances. First, we obtain new direct and (minimal) support en...
Josep Argelich, Alba Cabiscol, Inês Lynce, F...
147
Voted
ISVLSI
2008
IEEE
104views VLSI» more  ISVLSI 2008»
15 years 10 months ago
Thermal-Aware Placement of Standard Cells and Gate Arrays: Studies and Observations
In high-performance VLSI circuits, the on-chip power densities are playing dominant role due to increased scaling of technology, increasing number of components, frequency and ban...
Prasun Ghosal, Tuhina Samanta, Hafizur Rahaman, Pa...
121
Voted
WEBI
2004
Springer
15 years 9 months ago
Type-Based Composition of Information Services in Large Scale Environments
Service matchmaking and composition has recently drawn increasing attention in the research community. Most existing algorithms construct chains of services based on exact matches...
Ion Constantinescu, Boi Faltings, Walter Binder