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ALT
2004
Springer
16 years 29 days ago
Learning Languages from Positive Data and Negative Counterexamples
In this paper we introduce a paradigm for learning in the limit of potentially infinite languages from all positive data and negative counterexamples provided in response to the ...
Sanjay Jain, Efim B. Kinber
ALT
2003
Springer
16 years 29 days ago
On the Existence and Convergence of Computable Universal Priors
Solomonoff unified Occam’s razor and Epicurus’ principle of multiple explanations to one elegant, formal, universal theory of inductive inference, which initiated the field...
Marcus Hutter
144
Voted
CGO
2010
IEEE
15 years 11 months ago
Automatic creation of tile size selection models
Tiling is a widely used loop transformation for exposing/exploiting parallelism and data locality. Effective use of tiling requires selection and tuning of the tile sizes. This is...
Tomofumi Yuki, Lakshminarayanan Renganarayanan, Sa...
IEEEPACT
2009
IEEE
15 years 10 months ago
Quantifying the Potential of Program Analysis Peripherals
Abstract—As programmers are asked to manage more complicated parallel machines, it is likely that they will become increasingly dependent on tools such as multi-threaded data rac...
Mohit Tiwari, Shashidhar Mysore, Timothy Sherwood
160
Voted
IPPS
2009
IEEE
15 years 10 months ago
Portable builds of HPC applications on diverse target platforms
—High-end machines at modern HPC centers are constantly undergoing hardware and system software upgrades – necessitating frequent rebuilds of application codes. The number of p...
Magdalena Slawiñska, Jaroslaw Slawinski, Va...