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JMLR
2012
12 years 21 days ago
Structured Sparse Canonical Correlation Analysis
In this paper, we propose to apply sparse canonical correlation analysis (sparse CCA) to an important genome-wide association study problem, eQTL mapping. Existing sparse CCA mode...
Xi Chen, Han Liu, Jaime G. Carbonell
JMLR
2012
12 years 21 days ago
Max-Margin Min-Entropy Models
We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...
Kevin Miller, M. Pawan Kumar, Benjamin Packer, Dan...
ASPLOS
2010
ACM
14 years 5 months ago
Conservation cores: reducing the energy of mature computations
Growing transistor counts, limited power budgets, and the breakdown of voltage scaling are currently conspiring to create a utilization wall that limits the fraction of a chip tha...
Ganesh Venkatesh, Jack Sampson, Nathan Goulding, S...
ETFA
2008
IEEE
14 years 4 months ago
Pinpointing interrupts in embedded real-time systems using context checksums
When trying to track down bugs using cyclic debugging, the ability to correctly reproduce executions is imperative. In sequential, deterministic, non-real-time software, this repr...
Daniel Sundmark, Henrik Thane
CAISE
2004
Springer
14 years 3 months ago
Network-based Business Process Management: a Discussion on Embedding Business Logic in Communications Networks
Advanced Business Process Management (BPM) tools enable the decomposition of previously integrated and often ill-defined processes into reusable process modules. These process modu...
Louis-François Pau, Peter H. M. Vervest