Classification

An Integer Optimization Approach to Associative Classification NeurIPS 2012 An Introduction to Artificial Prediction Markets for Classification JMLR 2012 A Polylog Pivot Steps Simplex Algorithm for Classification NeurIPS 2012 A Ranking-based KNN Approach for Multi-Label Classification ACML 2012 A Simple Geometric Interpretation of SVM using Stochastic Adversaries AISTATS 2012 A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models AISTATS 2012 A systematic approach to extracting semantic information from functional MRI data NeurIPS 2012 Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics NeurIPS 2012 A Unified View of Performance Metrics: Translating Threshold Choice into Expected Classification Loss JMLR 2012 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012 Bayesian Classifier Combination AISTATS 2012 Bayesian Comparison of Machine Learning Algorithms on Single and Multiple Datasets AISTATS 2012 Bayesian Mixed-Effects Inference on Classification Performance in Hierarchical Data Sets JMLR 2012 Bayesian models for Large-scale Hierarchical Classification NeurIPS 2012 Bounding the Probability of Error for High Precision Optical Character Recognition JMLR 2012 Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training JMLR 2012 Classification Calibration Dimension for General Multiclass Losses NeurIPS 2012 Classifier Cascade for Minimizing Feature Evaluation Cost AISTATS 2012 Cocktail Party Processing via Structured Prediction NeurIPS 2012 Coherence Functions with Applications in Large-Margin Classification Methods JMLR 2012 Collaborative Ranking With 17 Parameters NeurIPS 2012 Competitive Classification and Closeness Testing COLT 2012 Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection JMLR 2012 Conditional Validity of Inductive Conformal Predictors ACML 2012