| Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science | Jul 15, 2017 | Sparse Learning | CodeCode Available | 1 |
| Variational Dropout Sparsifies Deep Neural Networks | Jan 19, 2017 | Sparse Learning | CodeCode Available | 1 |
| Scalable Subset Selection in Linear Mixed Models | Jun 25, 2025 | MarketingSparse Learning | CodeCode Available | 0 |
| Learning Sparsity for Effective and Efficient Music Performance Question Answering | Jun 2, 2025 | Audio-visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Optimizing Hard Thresholding for Sparse Model Discovery | Apr 28, 2025 | Dictionary Learningmodel | —Unverified | 0 |
| STARS: Sparse Learning Correlation Filter with Spatio-temporal Regularization and Super-resolution Reconstruction for Thermal Infrared Target Tracking | Apr 20, 2025 | Computational EfficiencySparse Learning | —Unverified | 0 |
| Sparsified-Learning for Heavy-Tailed Locally Stationary Processes | Apr 8, 2025 | Sparse Learning | —Unverified | 0 |
| Low-Rank Matrix Regression via Least-Angle Regression | Mar 13, 2025 | Computational Efficiencyregression | —Unverified | 0 |
| Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries | Feb 4, 2025 | Sparse Learning | —Unverified | 0 |
| Nonparametric Sparse Online Learning of the Koopman Operator | Jan 27, 2025 | Sparse Learning | —Unverified | 0 |
