Browse "College of Engineering(공과대학)" by Author Lozano, Aurelie
Showing results 6 to 8 of 8
| Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso Yang, Eunho; Lozano, Aurelie, Advances in Neural Information Processing Systems (NIPS) 28, Neural Information Processing Systems Foundation, 2015-12-07 |
| Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity. Yang, Eunho; Lozano, Aurelie, International Conference on Machine Learning (ICML) 34, International Machine Learning Society (IMLS), 2017-08-06 |
| Trimming the l-1 Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning Yun, Jihun; Zheng, Peng; Yang, Eunho; Lozano, Aurelie; Aravkin Aleksandr, Thirty-sixth International Conference on Machine Learning, ICML, 2019-06-10 |
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