Application Areas

Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NeurIPS 2013 Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013 Temporal Difference Methods for the Variance of the Reward To Go ICML 2013 That was fast! Speeding up NN search of high dimensional distributions. ICML 2013 The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013 Training Energy-Based Models for Time-Series Imputation JMLR 2013 Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013 Transportability from Multiple Environments with Limited Experiments NeurIPS 2013 Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias ICCV 2013 Unsupervised Domain Adaptation by Domain Invariant Projection ICCV 2013 Unsupervised Visual Domain Adaptation Using Subspace Alignment ICCV 2013 Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift ACML 2013 Watching Unlabeled Video Helps Learn New Human Actions from Very Few Labeled Snapshots CVPR 2013 What do row and column marginals reveal about your dataset? NeurIPS 2013 Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013 Accuracy at the Top NeurIPS 2012 A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification AISTATS 2012 Analog readout for optical reservoir computers NeurIPS 2012 Angular Quantization-based Binary Codes for Fast Similarity Search NeurIPS 2012 A Simple and Practical Algorithm for Differentially Private Data Release NeurIPS 2012 A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Breaking the Curse of Kernelization: Budgeted Stochastic Gradient Descent for Large-Scale SVM Training JMLR 2012 Classifier Cascade for Minimizing Feature Evaluation Cost AISTATS 2012 Collaborative Ranking With 17 Parameters NeurIPS 2012