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sparse feature learning

12 papers

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Co-occurring keywords · papers mentioning both

sparse feature (5) feature learning (4) feature sharing (2) sparse representation (2) multi-task learning (2) sparse regularization (1) joint sparsity (1) high-dimensional learning (1) outlier robustness (1) sparse optimization (1)

Papers

Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning IJCAI 2024 Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024 Does Sparsity Help in Learning Misspecified Linear Bandits? ICML 2023 Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023 The Lie-Group Bayesian Learning Rule AISTATS 2023 Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning CVPR 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 Multi-Stage Multi-Task Feature Learning NeurIPS 2012 ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning NeurIPS 2011 ShareBoost: Efficient multiclass learning with feature sharing NeurIPS 2011 Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization NeurIPS 2010 Sparse Feature Learning for Deep Belief Networks NeurIPS 2007