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» Developing a Foundation for Code Optimization
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JMLR
2006
108views more  JMLR 2006»
13 years 10 months ago
The Interplay of Optimization and Machine Learning Research
The fields of machine learning and mathematical programming are increasingly intertwined. Optimization problems lie at the heart of most machine learning approaches. The Special T...
Kristin P. Bennett, Emilio Parrado-Hernánde...
SIGMOD
2001
ACM
158views Database» more  SIGMOD 2001»
14 years 10 months ago
Generating Efficient Plans for Queries Using Views
We study the problem of generating e cient, equivalent rewritings using views to compute the answer to a query. We take the closed-world assumption, in which views are materialize...
Foto N. Afrati, Chen Li, Jeffrey D. Ullman
MOR
2007
109views more  MOR 2007»
13 years 9 months ago
Solution and Forecast Horizons for Infinite-Horizon Nonhomogeneous Markov Decision Processes
We consider the problem of solving a nonhomogeneous infinite horizon Markov Decision Process (MDP) problem in the general case of potentially multiple optimal first period polic...
Torpong Cheevaprawatdomrong, Irwin E. Schochetman,...
LCTRTS
2010
Springer
13 years 8 months ago
Improving both the performance benefits and speed of optimization phase sequence searches
The issues of compiler optimization phase ordering and selection present important challenges to compiler developers in several domains, and in particular to the speed, code size,...
Prasad A. Kulkarni, Michael R. Jantz, David B. Wha...
LCPC
2005
Springer
14 years 3 months ago
Compiler Supports and Optimizations for PAC VLIW DSP Processors
Abstract. Compiler is substantially regarded as the most essential component in the software toolchain to promote a successful processor design. This paper describes our preliminar...
Yung-Chia Lin, Chung-Lin Tang, Chung-Ju Wu, Ming-Y...