Papers
176,624 papers found
Blind Source Recovery: A Framework in the State Space
Khurram Waheed, Fathi M. Salem
Blind Source Separation via Generalized Eigenvalue Decomposition
Lucas Parra, Paul Sajda
Bottom-Up Relational Learning of Pattern Matching Rules for Information Extraction
Mary Elaine Califf, Raymond J. Mooney
Combining Knowledge from Different Sources in Causal Probabilistic Models
Marek J. Druzdzel, Francisco J. Díez
Concentration Inequalities for the Missing Mass and for Histogram Rule Error
David McAllester, Luis Ortiz
Designing Committees of Models through Deliberate Weighting of Data Points
Stefan W. Christensen, Ian Sinclair, Philippa A. S. Reed
Dimensionality Reduction via Sparse Support Vector Machines
Jinbo Bi, Kristin Bennett, Mark Embrechts et al.
Distributional Word Clusters vs. Words for Text Categorization
Ron Bekkerman, Ran El-Yaniv, Naftali Tishby et al.
Energy-Based Models for Sparse Overcomplete Representations
Yee Whye Teh, Max Welling, Simon Osindero et al.
Extensions to Metric-Based Model Selection
Yoshua Bengio, Nicolas Chapados
FINkNN: A Fuzzy Interval Number k-Nearest Neighbor Classifier for Prediction of Sugar Production from Populations of Samples
Vassilios Petridis, Vassilis G. Kaburlasos
Fusion of Domain Knowledge with Data for Structural Learning in Object Oriented Domains
Helge Langseth, Thomas D. Nielsen
Generalization Error Bounds for Bayesian Mixture Algorithms
Ron Meir, Tong Zhang
Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space
Simon Perkins, Kevin Lacker, James Theiler
Greedy Algorithms for Classification -- Consistency, Convergence Rates, and Adaptivity
Shie Mannor, Ron Meir, Tong Zhang
ICA for Watermarking Digital Images
Stéphane Bounkong, Borémi Toch, David Saad et al.
ICA Using Spacings Estimates of Entropy
Erik G. Learned-Miller, John W. Fisher III
ILP: A Short Look Back and a Longer Look Forward
David Page, Ashwin Srinivasan
Inducing Grammars from Sparse Data Sets: A Survey of Algorithms and Results
Orlando Cicchello, Stefan C. Kremer
Kernel Methods for Relation Extraction
Dmitry Zelenko, Chinatsu Aone, Anthony Richardella
Latent Dirichlet Allocation
David M. Blei, Andrew Y. Ng, Michael I. Jordan
Learning Behavior-Selection by Emotions and Cognition in a Multi-Goal Robot Task
Sandra Clara Gadanho