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JMLR
2012
13 years 2 days ago
Sparse Additive Machine
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
Tuo Zhao, Han Liu
IFL
2004
Springer
138views Formal Methods» more  IFL 2004»
15 years 3 months ago
A Rational Deconstruction of Landin's SECD Machine
Landin’s SECD machine was the first abstract machine for the λ-calculus viewed as a programming language. Both theoretically as a model of computation and practically as an ide...
Olivier Danvy
IPPS
2002
IEEE
15 years 2 months ago
Utilization-Based Heuristics for Statically Mapping Real-Time Applications onto the HiPer-D Heterogeneous Computing System
Real-time applications continue to increase in importance as they are employed in various critical areas, such as command and control systems. These applications have traditionall...
Shoukat Ali, Jong-Kook Kim, Yang Yu, Shriram B. Gu...
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ASIAN
2004
Springer
150views Algorithms» more  ASIAN 2004»
15 years 3 months ago
Concurrent Constraint-Based Memory Machines: A Framework for Java Memory Models
A central problem in extending the von Neumann architecture to petaflop computers with millions of hardware threads and with a shared memory is defining the memory model [Lam79,...
Vijay A. Saraswat
ISSS
1999
IEEE
168views Hardware» more  ISSS 1999»
15 years 1 months ago
Automatic Architectural Synthesis of VLIW and EPIC Processors
This paper describes a mechanism for automatic design and synthesis of very long instruction word (VLIW), and its generalization, explicitly parallel instruction computing rocesso...
Shail Aditya, B. Ramakrishna Rau, Vinod Kathail