Application Areas

Predicting Parameters in Deep Learning NeurIPS 2013 Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013 Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation ICCV 2013 Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013 Recovering the Optimal Solution by Dual Random Projection COLT 2013 Regret based Robust Solutions for Uncertain Markov Decision Processes NeurIPS 2013 Reshaping Visual Datasets for Domain Adaptation NeurIPS 2013 Revisiting the Nystrom method for improved large-scale machine learning ICML 2013 Robust Bloom Filters for Large MultiLabel Classification Tasks NeurIPS 2013 Robust Regression on MapReduce ICML 2013 Robust Transfer Principal Component Analysis with Rank Constraints NeurIPS 2013 Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013 Scalable Influence Estimation in Continuous-Time Diffusion Networks NeurIPS 2013 Scalable Simple Random Sampling and Stratified Sampling ICML 2013 SCALPEL: Segmentation Cascades with Localized Priors and Efficient Learning CVPR 2013 Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013 Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013 Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling ICCV 2013 Sign Cauchy Projections and Chi-Square Kernel NeurIPS 2013 Sketching Structured Matrices for Faster Nonlinear Regression NeurIPS 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NeurIPS 2013 Stability and Hypothesis Transfer Learning ICML 2013 Structured Light in Sunlight ICCV 2013 Studying Relationships between Human Gaze, Description, and Computer Vision CVPR 2013