Application Areas

Artificial Olfactory Brain for Mixture Identification NeurIPS 2008 Automatic online tuning for fast Gaussian summation NeurIPS 2008 Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008 Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods JMLR 2008 Domain Adaptation with Multiple Sources NeurIPS 2008 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 2008 Estimating Robust Query Models with Convex Optimization NeurIPS 2008 Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NeurIPS 2008 LIBLINEAR: A Library for Large Linear Classification JMLR 2008 Multi-Level Active Prediction of Useful Image Annotations for Recognition NeurIPS 2008 One sketch for all: Theory and Application of Conditional Random Sampling NeurIPS 2008 Online Metric Learning and Fast Similarity Search NeurIPS 2008 Online Models for Content Optimization NeurIPS 2008 Optimization on a Budget: A Reinforcement Learning Approach NeurIPS 2008 Predicting the Geometry of Metal Binding Sites from Protein Sequence NeurIPS 2008 Predictive Indexing for Fast Search NeurIPS 2008 Privacy-preserving logistic regression NeurIPS 2008 QUIC-SVD: Fast SVD Using Cosine Trees NeurIPS 2008 Ranking Categorical Features Using Generalization Properties JMLR 2008 Reconciling Real Scores with Binary Comparisons: A New Logistic Based Model for Ranking NeurIPS 2008 Regularized Learning with Networks of Features NeurIPS 2008 Spectral Clustering with Perturbed Data NeurIPS 2008 Stochastic Relational Models for Large-scale Dyadic Data using MCMC NeurIPS 2008 Structural Improvement Filtering Strategy for PRM RSS 2008 Transfer Learning by Distribution Matching for Targeted Advertising NeurIPS 2008