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ALT
2004
Springer
16 years 3 months ago
On Kernels, Margins, and Low-Dimensional Mappings
Kernel functions are typically viewed as providing an implicit mapping of points into a high-dimensional space, with the ability to gain much of the power of that space without inc...
Maria-Florina Balcan, Avrim Blum, Santosh Vempala
ALT
2004
Springer
16 years 3 months 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
2004
Springer
16 years 3 months ago
Comparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space
Different formal learning models address different aspects of learning. Below we compare learning via queries—interpreting learning as a one-shot process in which the learner i...
Steffen Lange, Sandra Zilles
ICCD
2004
IEEE
101views Hardware» more  ICCD 2004»
16 years 3 months ago
Increasing Processor Performance Through Early Register Release
Modern superscalar microprocessors need sizable register files to support large number of in-flight instructions for exploiting ILP. An alternative to building large register file...
Oguz Ergin, Deniz Balkan, Dmitry V. Ponomarev, Kan...
ICCD
2004
IEEE
135views Hardware» more  ICCD 2004»
16 years 3 months ago
Design Methodologies and Architecture Solutions for High-Performance Interconnects
In Deep Sub-Micron (DSM) technologies, interconnects play a crucial role in the correct functionality and largely impact the performance of complex System-on-Chip (SoC) designs. F...
Davide Pandini, Cristiano Forzan, Livio Baldi
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