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SNPD
2003
15 years 8 months ago
Deductive and Inductive Methods for Program Synthesis
The paper discusses simple functional constraint networks and a value propagation method for program construction. Structural synthesis of programs is described as an example of d...
Jaan Penjam, Elena Sanko
SEKE
2001
Springer
15 years 11 months ago
Temporal Logic Properties of Java Objects
ct 7 Applying finite-state verification techniques to software systems looks attractive because they are capable of detecting very subtle 8 defects in the logic design of these s...
Radu Iosif, Riccardo Sisto
UAI
2008
15 years 8 months ago
Improving the Accuracy and Efficiency of MAP Inference for Markov Logic
In this work we present Cutting Plane Inference (CPI), a Maximum A Posteriori (MAP) inference method for Statistical Relational Learning. Framed in terms of Markov Logic and inspi...
Sebastian Riedel
CP
2007
Springer
16 years 28 days ago
Advisors for Incremental Propagation
Abstract. While incremental propagation for global constraints is recognized to be important, little research has been devoted to how propagator-centered constraint programming sys...
Mikael Z. Lagerkvist, Christian Schulte
JMLR
2012
13 years 9 months ago
Primal-Dual methods for sparse constrained matrix completion
We develop scalable algorithms for regular and non-negative matrix completion. In particular, we base the methods on trace-norm regularization that induces a low rank predicted ma...
Yu Xin, Tommi Jaakkola