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» Testing random number generators
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NIPS
2008
13 years 11 months ago
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
Randomized neural networks are immortalized in this well-known AI Koan: In the days when Sussman was a novice, Minsky once came to him as he sat hacking at the PDP-6. "What a...
Ali Rahimi, Benjamin Recht
ICSE
2010
IEEE-ACM
14 years 2 months ago
Test generation through programming in UDITA
We present an approach for describing tests using nondeterministic test generation programs. To write such programs, we introduce UDITA, a Java-based language with non-determinist...
Milos Gligoric, Tihomir Gvero, Vilas Jagannath, Sa...
TSE
2010
197views more  TSE 2010»
13 years 4 months ago
A Genetic Algorithm-Based Stress Test Requirements Generator Tool and Its Empirical Evaluation
Genetic algorithms (GAs) have been applied previously to UML-driven, stress test requirements generation with the aim of increasing chances of discovering faults relating to networ...
Vahid Garousi
KBSE
2007
IEEE
14 years 4 months ago
Directed test generation using symbolic grammars
We present CESE, a tool that combines exhaustive enumeration of test inputs from a structured domain with symbolic execution driven test generation. We target programs whose valid...
Rupak Majumdar, Ru-Gang Xu
SIGSOFT
2007
ACM
14 years 10 months ago
Parallel test generation and execution with Korat
We present novel algorithms for parallel testing of code that takes structurally complex test inputs. The algorithms build on the Korat algorithm for constraint-based generation o...
Sasa Misailovic, Aleksandar Milicevic, Nemanja Pet...