| Best Subset Selection with Efficient Primal-Dual Algorithm | Jul 5, 2022 | Sparse Learning | —Unverified | 0 |
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| AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning | May 24, 2022 | Natural Language Understandingparameter-efficient fine-tuning | CodeCode Available | 1 |
| SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications | Apr 5, 2022 | Federated LearningSparse Learning | —Unverified | 0 |
| APP: Anytime Progressive Pruning | Apr 4, 2022 | Network PruningSparse Learning | CodeCode Available | 1 |
| Infinite-Dimensional Sparse Learning in Linear System Identification | Mar 28, 2022 | Sparse Learning | —Unverified | 0 |
| ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention | Mar 23, 2022 | Sparse Learningtext-classification | —Unverified | 0 |
| L0Learn: A Scalable Package for Sparse Learning using L0 Regularization | Feb 10, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Analysis of Generalized Bregman Surrogate Algorithms for Nonsmooth Nonconvex Statistical Learning | Dec 16, 2021 | Sparse Learning | —Unverified | 0 |
