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A risk comparison of ordinary least squares vs ridge regression.

, , , and . J. Mach. Learn. Res., 14 (1): 1505-1511 (2013)

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Minimal realization problem for Hidden Markov Models., , , and . Allerton, page 4-11. IEEE, (2014)High-Probability Regret Bounds for Bandit Online Linear Optimization., , , , , and . COLT, page 335-342. Omnipress, (2008)Robust Matrix Decomposition With Sparse Corruptions., , and . IEEE Trans. Inf. Theory, 57 (11): 7221-7234 (2011)Random Design Analysis of Ridge Regression., , and . Found. Comput. Math., 14 (3): 569-600 (2014)A Method of Moments for Mixture Models and Hidden Markov Models., , and . COLT, volume 23 of JMLR Proceedings, page 33.1-33.34. JMLR.org, (2012)Maximum Entropy Correlated Equilibria., , and . AISTATS, volume 2 of JMLR Proceedings, page 347-354. JMLR.org, (2007)Minimal Realization Problems for Hidden Markov Models., , , and . CoRR, (2014)On the Optimality of Sparse Model-Based Planning for Markov Decision Processes., , and . CoRR, (2019)Learning Linear Bayesian Networks with Latent Variables., , , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 249-257. JMLR.org, (2013)A Tensor Spectral Approach to Learning Mixed Membership Community Models., , , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 867-881. JMLR.org, (2013)