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» Model checking erlang programs: the functional approach
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CORR
2010
Springer
188views Education» more  CORR 2010»
15 years 3 months ago
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers
High-dimensional statistical inference deals with models in which the the number of parameters p is comparable to or larger than the sample size n. Since it is usually impossible ...
Sahand Negahban, Pradeep Ravikumar, Martin J. Wain...
ML
2006
ACM
15 years 3 months ago
Universal parameter optimisation in games based on SPSA
Most game programs have a large number of parameters that are crucial for their performance. While tuning these parameters by hand is rather difficult, efficient and easy to use ge...
Levente Kocsis, Csaba Szepesvári
ISSTA
2006
ACM
15 years 9 months ago
Breaking up is hard to do: an investigation of decomposition for assume-guarantee reasoning
Finite-state verification techniques are often hampered by the stateexplosion problem. One proposed approach for addressing this problem is assume-guarantee reasoning. Using rece...
Jamieson M. Cobleigh, George S. Avrunin, Lori A. C...
PASTE
2005
ACM
15 years 9 months ago
An empirical framework for comparing effectiveness of testing and property-based formal analysis
Today, many formal analysis tools are not only used to provide certainty but are also used to debug software systems – a role that has traditional been reserved for testing tool...
Jeremy S. Bradbury, James R. Cordy, Jürgen Di...
CORR
2007
Springer
104views Education» more  CORR 2007»
15 years 3 months ago
Searching for low weight pseudo-codewords
— Belief Propagation (BP) and Linear Programming (LP) decodings of Low Density Parity Check (LDPC) codes are discussed. We summarize results of instanton/pseudo-codeword approach...
Michael Chertkov, Mikhail G. Stepanov