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All publications by Peter Wonka
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Scaling SVM and Least Absolute Deviations via Exact Data Reduction
Jie Wang, Peter Wonka and Jieping Ye
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models
Jie Wang, Qingyang Li, Sen Yang, Wei Fan, Peter Wonka and Jieping Ye
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Safe Screening Rule for Sparse Logistic Regression
Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka and Jieping Ye
Advances in Neural Information Processing Systems 27, 2014


Lasso Screening Rules via Dual Polytope Projection
Jie Wang, Jiayu Zhou, Peter Wonka and Jieping Ye
Advances in Neural Information Processing Systems 26, 2013


Multi-Stage Dantzig Selector
Ji Liu, Peter Wonka and Jieping Ye
Advances in Neural Information Processing Systems 23, 2010