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On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function.

, , , , , , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 49-59. AUAI Press, (2019)

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Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python., , , , , , and . J. Mach. Learn. Res., (2019)On Computation and Generalization of Generative Adversarial Networks under Spectrum Control., , , , , and . ICLR (Poster), OpenReview.net, (2019)DiP-GNN: Discriminative Pre-Training of Graph Neural Networks., , , , , and . CoRR, (2022)CCGen: Explainable Complementary Concept Generation in E-Commerce., , , , , , , , , and . CoRR, (2023)LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models., , , , , , , , , and 1 other author(s). KDD, page 2302-2313. ACM, (2023)Contextual Text Denoising with Masked Language Model., and . W-NUT@EMNLP, page 286-290. Association for Computational Linguistics, (2019)Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment., , , , , , , , and . ACL (1), page 474-485. Association for Computational Linguistics, (2022)Deep Reinforcement Learning with Robust and Smooth Policy., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8707-8718. PMLR, (2020)Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation., , , , , , , , , and 10 other author(s). NeurIPS, (2023)On the Variance of the Adaptive Learning Rate and Beyond., , , , , , and . ICLR, OpenReview.net, (2020)