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Feature Selection

462 directly classified papers

Papers per year

Papers

Noising versus Smoothing for Vertex Identification in Unknown Shapes CVPR 2014
Submodular Attribute Selection for Action Recognition in Video NIPS 2014
Parallel Feature Selection Inspired by Group Testing NIPS 2014
Median Selection Subset Aggregation for Parallel Inference NIPS 2014
Sparse Bayesian structure learning with “dependent relevance determination” priors NIPS 2014
Local Decorrelation For Improved Pedestrian Detection NIPS 2014
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets NIPS 2014
Learning Feature Selection Dependencies in Multi-task Learning NIPS 2013
Estimating LASSO Risk and Noise Level NIPS 2013
Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013
Summary Statistics for Partitionings and Feature Allocations NIPS 2013
Least Informative Dimensions NIPS 2013
On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
Supervised Sparse Analysis and Synthesis Operators NIPS 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing CVPR 2013
A Unified Robust Regression Model for Lasso-like Algorithms ICML 2013
Understanding variable importances in forests of randomized trees NIPS 2013
On model selection consistency of penalized M-estimators: a geometric theory NIPS 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition NIPS 2013
Feature Multi-Selection among Subjective Features ICML 2013
Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model ICCV 2013
Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery ICML 2013