Application Areas

Raw-to-Raw: Mapping between Image Sensor Color Responses CVPR 2014 Recognizing RGB Images by Learning from RGB-D Data CVPR 2014 Resourceful Contextual Bandits COLT 2014 Robust Classification Under Sample Selection Bias NeurIPS 2014 Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014 Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014 Sample Complexity Bounds on Differentially Private Learning via Communication Complexity COLT 2014 Scalable Non-linear Learning with Adaptive Polynomial Expansions NeurIPS 2014 Scalable Variational Bayesian Matrix Factorization with Side Information AISTATS 2014 Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014 Socially-aware Large-scale Crowd Forecasting CVPR 2014 Speeding Up Tracking by Ignoring Features CVPR 2014 Stochastic Neighbor Compression ICML 2014 Subspace Embeddings for the Polynomial Kernel NeurIPS 2014 Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits ICML 2014 The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014 The Large Margin Mechanism for Differentially Private Maximization NeurIPS 2014 Three Guidelines of Online Learning for Large-Scale Visual Recognition CVPR 2014 Transfer Joint Matching for Unsupervised Domain Adaptation CVPR 2014 Transformation Pursuit for Image Classification CVPR 2014 Transportability from Multiple Environments with Limited Experiments: Completeness Results NeurIPS 2014 Unified Face Analysis by Iterative Multi-Output Random Forests CVPR 2014 When 3D Reconstruction Meets Ubiquitous RGB-D Images CVPR 2014 Abnormal Event Detection at 150 FPS in MATLAB ICCV 2013 Actor-Critic Algorithms for Risk-Sensitive MDPs NeurIPS 2013