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» Generalizing Updates: From Models to Programs
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SPIN
2000
Springer
15 years 4 months ago
A Language Framework for Expressing Checkable Properties of Dynamic Software
Research on how to reason about correctness properties of software systems using model checking is advancing rapidly. Work on exnite-state models from program source code and on ab...
James C. Corbett, Matthew B. Dwyer, John Hatcliff,...
111
Voted
TSE
2010
110views more  TSE 2010»
14 years 10 months ago
Proofs from Tests
We present an algorithm Dash to check if a program P satisfies a safety property ϕ. The unique feature of the algorithm is that it uses only test generation operations, and nes ...
Nels E. Beckman, Aditya V. Nori, Sriram K. Rajaman...
128
Voted
NIPS
1997
15 years 1 months ago
Relative Loss Bounds for Multidimensional Regression Problems
We study on-line generalized linear regression with multidimensional outputs, i.e., neural networks with multiple output nodes but no hidden nodes. We allow at the final layer tra...
Jyrki Kivinen, Manfred K. Warmuth
102
Voted
TSMC
2010
14 years 7 months ago
Probability Density Estimation With Tunable Kernels Using Orthogonal Forward Regression
A generalized or tunable-kernel model is proposed for probability density function estimation based on an orthogonal forward regression procedure. Each stage of the density estimat...
Sheng Chen, Xia Hong, Chris J. Harris
PLDI
2006
ACM
15 years 6 months ago
An experimental analysis of self-adjusting computation
Dependence graphs and memoization can be used to efficiently update the output of a program as the input changes dynamically. Recent work has studied techniques for combining the...
Umut A. Acar, Guy E. Blelloch, Matthias Blume, Kan...