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NIPS
2004
15 years 7 months ago
Two-Dimensional Linear Discriminant Analysis
Linear Discriminant Analysis (LDA) is a well-known scheme for feature extraction and dimension reduction. It has been used widely in many applications involving high-dimensional d...
Jieping Ye, Ravi Janardan, Qi Li
JMLR
2006
125views more  JMLR 2006»
15 years 5 months ago
A Linear Non-Gaussian Acyclic Model for Causal Discovery
In recent years, several methods have been proposed for the discovery of causal structure from non-experimental data. Such methods make various assumptions on the data generating ...
Shohei Shimizu, Patrik O. Hoyer, Aapo Hyvärin...
FSTTCS
2006
Springer
15 years 9 months ago
Validity Checking for Finite Automata over Linear Arithmetic Constraints
Abstract Decision procedures underlie many program analysis problems. Traditional program analysis algorithms attempt to prove some property about a single, statically-defined prog...
Gary Wassermann, Zhendong Su
IJCNN
2007
IEEE
16 years 3 days ago
A Piecewise Linear Network Classifier
— A piecewise linear network is discussed which classifies N-dimensional input vectors. The network uses a distance measure to assign incoming input vectors to an appropriate clu...
A. A. Abdurrab, Michael T. Manry, Jiang Li, Sanjee...
MKM
2007
Springer
15 years 12 months ago
Automatic Synthesis of Decision Procedures: A Case Study of Ground and Linear Arithmetic
We address the problem of automatic synthesis of decision procedures. Our synthesis mechanism consists of several stages and submechanisms and is well-suited to the proof-planning ...
Predrag Janicic, Alan Bundy