Application Areas

Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011 A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NeurIPS 2011 Boosting with Maximum Adaptive Sampling NeurIPS 2011 Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011 Contextual Bandits with Similarity Information COLT 2011 Co-Training for Domain Adaptation NeurIPS 2011 Cross-Domain Object Matching with Model Selection AISTATS 2011 Differentially Private Empirical Risk Minimization JMLR 2011 Differentially Private M-Estimators NeurIPS 2011 Dimensionality Reduction for Spectral Clustering AISTATS 2011 Domain Adaptation with Coupled Subspaces AISTATS 2011 Efficient Online Learning via Randomized Rounding NeurIPS 2011 Fast and Accurate k-means For Large Datasets NeurIPS 2011 Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition NeurIPS 2011 Hashing Algorithms for Large-Scale Learning NeurIPS 2011 History distribution matching method for predicting effectiveness of HIV combination therapies NeurIPS 2011 Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning COLT 2011 Im2Text: Describing Images Using 1 Million Captioned Photographs NeurIPS 2011 Linear Submodular Bandits and their Application to Diversified Retrieval NeurIPS 2011 Linear-Time Estimators for Propensity Scores AISTATS 2011 MSVMpack: A Multi-Class Support Vector Machine Package JMLR 2011 Neyman-Pearson Classification, Convexity and Stochastic Constraints JMLR 2011 Neyman-Pearson classification under a strict constraint COLT 2011 Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NeurIPS 2011 On Strategy Stitching in Large Extensive Form Multiplayer Games NeurIPS 2011