Papers
176,624 papers found
Learning over Sets using Kernel Principal Angles
Lior Wolf, Amnon Shashua
Learning Probabilistic Models: An Expected Utility Maximization Approach
Craig Friedman, Sven Sandow
Learning Rates for Q-learning
Eyal Even Dar, Yishay Mansour
Learning Semantic Lexicons from a Part-of-Speech and Semantically Tagged Corpus Using Inductive Logic Programming
Vincent Claveau, Pascale Sébillot, Cécile Fabre et al.
Least-Squares Policy Iteration
Michail G. Lagoudakis, Ronald Parr
Matching Words and Pictures
Kobus Barnard, Pinar Duygulu, David Forsyth et al.
MISEP -- Linear and Nonlinear ICA Based on Mutual Information
Luís B. Almeida
MLPs (Mono-Layer Polynomials and Multi-Layer Perceptrons) for Nonlinear Modeling
Isabelle Rivals, Léon Personnaz
Nash Q-Learning for General-Sum Stochastic Games
Junling Hu, Michael P. Wellman
On Inclusion-Driven Learning of Bayesian Networks
Robert Castelo, Tomás Kocka
On Nearest-Neighbor Error-Correcting Output Codes with Application to All-Pairs Multiclass Support Vector Machines
Aldebaro Klautau, Nikola Jevtić, Alon Orlitsky
On the Performance of Kernel Classes
Shahar Mendelson
On the Proper Learning of Axis-Parallel Concepts
Nader H. Bshouty, Lynn Burroughs
On the Rate of Convergence of Regularized Boosting Classifiers
Gilles Blanchard, Gábor Lugosi, Nicolas Vayatis
Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions
Jaakko Särelä, Ricardo Vigário
Path Kernels and Multiplicative Updates
Eiji Takimoto, Manfred K. Warmuth
Preference Elicitation via Theory Refinement
Peter Haddawy, Vu Ha, Angelo Restificar et al.
Query Transformations for Improving the Efficiency of ILP Systems
Vítor Santos Costa, Ashwin Srinivasan, Rui Camacho et al.
Ranking a Random Feature for Variable and Feature Selection
Hervé Stoppiglia, Gérard Dreyfus, Rémi Dubois et al.
Relational Learning as Search in a Critical Region
Marco Botta, Attilio Giordana, Lorenza Saitta et al.
Smooth Boosting and Learning with Malicious Noise
Rocco A. Servedio
Sparseness of Support Vector Machines
Ingo Steinwart