conftrace_

random subspace

9 papers

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Co-occurring keywords

kernel methods (1097) support vector machine (978) empirical risk minimization (352) feature selection (649) convex optimization (1321) ensemble learning (1274) sparse classification (11) misclassification rate (3) feature vector (22) speaker variability (7)

Papers

The Nyström method for convex loss functions JMLR 2024
A Randomized Subspace-based Approach for Dimensionality Reduction and Important Variable Selection JMLR 2023
RaSE: Random Subspace Ensemble Classification JMLR 2021
Regularized ERM on random subspaces AISTATS 2021
Large-Scale Speaker Retrieval on Random Speaker Variability Subspace INTERSPEECH 2019
Kernelized Hashcode Representations for Relation Extraction AAAI 2019
The Kelly Growth Optimal Portfolio with Ensemble Learning AAAI 2019
High-Dimensional Optimization in Adaptive Random Subspaces NIPS 2019
Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018