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Identifying Groups of Strongly Correlated Variables through Smoothed Ordered Weighted L1-norms.

, , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 1123-1131. PMLR, (2017)

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Statistical Consistency of Kernel Canonical Correlation Analysis, , and . Journal of Machine Learning Research, (2007)Online dictionary learning for sparse coding., , , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 689-696. ACM, (2009)Predictive low-rank decomposition for kernel methods., and . ICML, volume 119 of ACM International Conference Proceeding Series, page 33-40. ACM, (2005)Graph kernels between point clouds.. ICML, volume 307 of ACM International Conference Proceeding Series, page 25-32. ACM, (2008)Submodular Functions: from Discrete to Continous Domains.. CoRR, (2015)High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning. CoRR, (2009)Implicit Bias of Gradient Descent for Wide Two-layer Neural Networks Trained with the Logistic Loss., and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1305-1338. PMLR, (2020)Gossip of Statistical Observations using Orthogonal Polynomials., , and . CoRR, (2018)Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance., , , and . COLT, volume 99 of Proceedings of Machine Learning Research, page 2294-2340. PMLR, (2019)Sharp Analysis of Learning with Discrete Losses., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1920-1929. PMLR, (2019)