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» Polynomial Interpretations and the Complexity of Algorithms
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ISAAC
2005
Springer
98views Algorithms» more  ISAAC 2005»
15 years 5 months ago
Complexity of the Min-Max (Regret) Versions of Cut Problems
This paper investigates the complexity of the min-max and min-max regret versions of the s−t min cut and min cut problems. Even if the underlying problems are closely related and...
Hassene Aissi, Cristina Bazgan, Daniel Vanderpoote...
ASAP
2007
IEEE
107views Hardware» more  ASAP 2007»
15 years 6 months ago
A Hardware-Oriented Method for Evaluating Complex Polynomials
A hardware-oriented method for evaluating complex polynomials by solving iteratively a system of linear equations is proposed. Its implementation uses a digit-serial iterations on...
Milos D. Ercegovac, Jean-Michel Muller
ALT
2002
Springer
15 years 8 months ago
The Complexity of Learning Concept Classes with Polynomial General Dimension
The general dimension is a combinatorial measure that characterizes the number of queries needed to learn a concept class. We use this notion to show that any p-evaluatable concep...
Johannes Köbler, Wolfgang Lindner
JMLR
2006
118views more  JMLR 2006»
14 years 11 months ago
Learning Factor Graphs in Polynomial Time and Sample Complexity
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
Pieter Abbeel, Daphne Koller, Andrew Y. Ng
TRIER
2002
14 years 11 months ago
Polynomial Constants are Decidable
Constant propagation aims at identifying expressions that always yield a unique constant value at run-time. It is well-known that constant propagation is undecidable for programs w...
Markus Müller-Olm, Helmut Seidl