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Learnability of Quantified Formulas (1999)  (Make Corrections)  (3 citations)
Víctor Dalmau, Peter Jeavons
Lecture Notes in Computer Science



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Abstract: We consider the following classes of quantified formulas. Fix a set of basic relations called a basis. Take conjunctions of these basic relations applied to variables and constants in arbitrary ways. Finally, quantify existentially or universally some of the variables. We introduce some conditions on the basis that guarantee efficient learnability. Furthermore, we show that with certain restrictions on the basis the classification is complete. We introduce, as an intermediate tool, a link... (Update)

Context of citations to this paper:   More

.... tractable families known so far in the framework of closure functions is: 1) near unanimity problems [14] 2) coset generating problems [5, 6], including the class of affine problems [17] and (3) width 1 problems [7] 1 2 V ICTOR DALMAU including some important class of...

.... problems such as satisfiability, tautology and counting problems of boolean formulas [23] learnability of quantified formulas [9] and Constraint Satisfaction Problems [13, 14, 15, 16, 12] Finally we mention some similar results: a dichotomy result for...

Cited by:   More
Closure Functions and Width 1 Problems - Dalmau, Pearson (1999)   (Correct)
Boolean Formulas are Hard to Learn for Most - Gate Bases Ictor   (Correct)
A New Tractable Class Of Constraint Satisfaction Problems - Dalmau (2000)   (Correct)

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0.8:   A Dichotomy Theorem for Learning Quantified Boolean Formulas - Dalmau (1997)   (Correct)
0.5:   Constraint Satisfaction Problems In - Non-Deterministic Logarithmic Space   (Correct)
0.5:   Clones Preserving a Quasi-Order - Andrei Krokhin   (Correct)

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0.3:   An Algebraic Approach To Multi-Sorted Constraints - Bulatov (2003)   (Correct)
0.2:   Phase Transitions of PP-Complete Satisfiability Problems - Bailey, Dalmau, Kolaitis   (Correct)

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3:   A unifying framework for tractable constraints - Jeavons, Cohen et al. - 1995
3:   Closure properties of constraints - Jeavons, Cohen et al. - 1997
3:   The complexity of satisfiability problems (context) - Schaefer - 1978

BibTeX entry:   (Update)

V. Dalmau and P. Jeavons. Learnability of Quantified Formulas. In 4th European Conference on Computational Learning Theory Eurocolt'99, volume 1572 of Lecture Notes in Artificial Intelligence, pages 63--78, Berlin/New York, 1999. Springer-Verlag. http://citeseer.ist.psu.edu/dalmau99learnability.html   More

@article{ dalmau99learnability,
    author = "V{\'\i}ctor Dalmau and Peter Jeavons",
    title = "Learnability of Quantified Formulas",
    journal = "Lecture Notes in Computer Science",
    volume = "1572",
    pages = "63--78",
    year = "1999",
    url = "citeseer.ist.psu.edu/dalmau99learnability.html" }
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Documents on the same site (http://www-lsi.upc.es/~dalmau/Papers.html):   More
A Dichotomy Theorem for Learning Quantified Boolean Formulas - Dalmau (1997)   (Correct)
A New Tractable Class Of Constraint Satisfaction Problems - Dalmau (2000)   (Correct)
Some Dichotomy Theorems on Constant-free Quantified Boolean.. - Dalmau (1997)   (Correct)

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