Proper learning of k-term DNF formulas from satisfying assignments

Journal of Computer and System Sciences ◽

10.1016/j.jcss.2019.07.004 ◽

2019 ◽

Vol 106 ◽

pp. 129-144

Author(s):

Maciej Liśkiewicz ◽

Matthias Lutter ◽

Rüdiger Reischuk

Keyword(s):

Dnf Formulas

Download Full-text

Extracting Minimal and Closed Monotone DNF Formulas

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-540-30214-8_24 ◽

2004 ◽

pp. 298-305 ◽

Cited By ~ 6

Author(s):

Yoshikazu Shima ◽

Shinji Mitsuishi ◽

Kouichi Hirata ◽

Masateru Harao

Keyword(s):

Dnf Formulas

Download Full-text

Learnability of exclusive-or expansion based on monotone DNF formulas

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/3-540-61863-5_30 ◽

1996 ◽

pp. 12-25

Author(s):

Eiji Takimoto ◽

Yoshifumi Sakai ◽

Akira Maruoka

Keyword(s):

Dnf Formulas ◽

Exclusive Or

Download Full-text

A linear time equivalence test for read-twice DNF formulas

Information Processing Letters ◽

10.1016/0020-0190(93)90171-5 ◽

1993 ◽

Vol 48 (6) ◽

pp. 289-295

Author(s):

Krishnan Pillaipakkamnatt ◽

Vijay Raghavan

Keyword(s):

Linear Time ◽

Equivalence Test ◽

Dnf Formulas

Download Full-text

On the learnability of Zn-DNF formulas (extended abstract)

Proceedings of the eighth annual conference on Computational learning theory - COLT '95 ◽

10.1145/225298.225322 ◽

1995 ◽

Cited By ~ 5

Author(s):

Nader H. Bshouty ◽

Zhixiang Chen ◽

Scott E. Decatur ◽

Steven Homer

Keyword(s):

Dnf Formulas

Download Full-text

P-sufficient statistics for PAC learning k-term-DNF formulas through enumeration

Theoretical Computer Science ◽

10.1016/s0304-3975(98)00215-1 ◽

2000 ◽

Vol 230 (1-2) ◽

pp. 1-37

Author(s):

B. Apolloni ◽

C. Gentile

Keyword(s):

Pac Learning ◽

Sufficient Statistics ◽

Dnf Formulas

Download Full-text

Polynomial-sample learnability about distance-0 and 1 DNF formulas

1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111) ◽

10.1109/kes.1998.725916 ◽

2002 ◽

Author(s):

S. Yanagi ◽

M. Kudo ◽

M. Shimbo

Keyword(s):

Dnf Formulas

Download Full-text

Learning conjunctions of two unate DNF formulas (extended abstract)

Proceedings of the ninth annual conference on Computational learning theory - COLT '96 ◽

10.1145/238061.238112 ◽

1996 ◽

Author(s):

Aaron Feigelson ◽

Lisa Hellerstein

Keyword(s):

Dnf Formulas

Download Full-text

Fast learning of k-term DNF formulas with queries

Proceedings of the twenty-fourth annual ACM symposium on Theory of computing - STOC '92 ◽

10.1145/129712.129748 ◽

1992 ◽

Cited By ~ 15

Author(s):

Avrim Blum ◽

Steven Rudich

Keyword(s):

Dnf Formulas ◽

Fast Learning

Download Full-text

Learning Monotone kμ DNF Formulas on Product Distributions

COLT ◽

10.1016/b978-1-55860-213-7.50020-1 ◽

1991 ◽

pp. 179-183 ◽

Cited By ~ 16

Author(s):

Thomas Hancock ◽

Yishay Mansour

Keyword(s):

Dnf Formulas ◽

Product Distributions

Download Full-text

Non-additive Utility Functions: Choquet Integral Versus Weighted DNF Formulas

Studies in Classification, Data Analysis, and Knowledge Organization - German-Japanese Interchange of Data Analysis Results ◽

10.1007/978-3-319-01264-3_10 ◽

2013 ◽

pp. 115-123

Author(s):

Eyke Hüllermeier ◽

Ingo Schmitt

Keyword(s):

Choquet Integral ◽

Utility Functions ◽

Dnf Formulas ◽

Additive Utility

Download Full-text