conftrace_

sparse feature learning

12 papers

Explore in graph

Co-occurring keywords

sparse feature (21) feature learning (1311) feature sharing (33) sparse representation (297) multi-task learning (2575) sparse regularization (54) joint sparsity (7) high-dimensional learning (16) outlier robustness (30) sparse optimization (246)

Papers

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