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Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients.

, , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4309-4338. PMLR, (2022)

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Statistical Analysis of Metric Graph Reconstruction, , and . CoRR, (2013)Random Differential Privacy, , and . CoRR, (2011)A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening., , , and . NIPS, page 6884-6893. (2017)Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4309-4338. PMLR, (2022)Optimal partition recovery in general graphs., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 4339-4358. PMLR, (2022)DBSCAN: Optimal Rates For Density-Based Cluster Estimation., , and . J. Mach. Learn. Res., (2019)Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3178-3186. PMLR, (2021)Markov Properties of Discrete Determinantal Point Processes., and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1313-1321. PMLR, (2019)Differential Privacy and the Risk-Utility Tradeoff for Multi-dimensional Contingency Tables., , and . Privacy in Statistical Databases, volume 6344 of Lecture Notes in Computer Science, page 187-199. Springer, (2010)Discussion: Stability selection, , , and . Journal of the Royal Statistical Society: Series B (Statistical Methodology), 72 (4): 465 (2010)