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JMLR
2012
12 years 12 months ago
Adaptive MCMC with Bayesian Optimization
This paper proposes a new randomized strategy for adaptive MCMC using Bayesian optimization. This approach applies to nondifferentiable objective functions and trades off explor...
Nimalan Mahendran, Ziyu Wang, Firas Hamze, Nando d...
ICFP
2009
ACM
15 years 10 months ago
Parallel concurrent ML
Concurrent ML (CML) is a high-level message-passing language that supports the construction of first-class synchronous abstractions called events. This mechanism has proven quite ...
John H. Reppy, Claudio V. Russo, Yingqi Xiao
EUROPAR
1999
Springer
15 years 1 months ago
An Evaluation of High Performance Fortran Compilers Using the HPFBench Benchmark Suite
Abstract. The High Performance Fortran (HPF) benchmark suite HPFBench was designed for evaluating the HPF language and compilers on scalable architectures. The functionality of the...
Guohua Jin, Y. Charlie Hu
SIGMOD
2011
ACM
442views Database» more  SIGMOD 2011»
14 years 9 days ago
ArrayStore: a storage manager for complex parallel array processing
We present the design, implementation, and evaluation of ArrayStore, a new storage manager for complex, parallel array processing. ArrayStore builds on prior work in the area of m...
Emad Soroush, Magdalena Balazinska, Daniel L. Wang
RTA
2010
Springer
15 years 1 months ago
A Rewriting Logic Semantics Approach to Modular Program Analysis
The K framework, based on rewriting logic semantics, provides a powerful logic for defining the semantics of programming languages. While most work in this area has focused on de...
Mark Hills, Grigore Rosu