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Feature Learning

60 directly classified papers

Papers per year

Papers

Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space NIPS 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Exact Recovery of Sparsely-Used Dictionaries COLT 2012
Learning invariant features using the Transformed Indian Buffet Process NIPS 2010
Feature Set Embedding for Incomplete Data NIPS 2010
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008
Learning Monotonic Transformations for Classification NIPS 2007
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections NIPS 2007
Multi-Task Feature Learning NIPS 2006