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All publications by Alessandro Rinaldo
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Subsampling Methods for Persistent Homology
Frederic Chazal, Brittany Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo and Larry Wasserman
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Cluster Trees on Manifolds
Sivaraman Balakrishnan, Srivatsan Narayanan, Alessandro Rinaldo, Aarti Singh and Larry Wasserman
Advances in Neural Information Processing Systems 26, 2013


Sparsistency of the Edge Lasso over Graphs
James Sharpnack, Aarti Singh and Alessandro Rinaldo
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Minimax rates for homology inference
Sivaraman Balakrishnan, Alessandro Rinaldo, Don Sheehy, Aarti Singh and Larry A. Wasserman
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Minimax Localization of Structural Information in Large Noisy Matrices
Mladen Kolar, Sivaraman Balakrishnan, Alessandro Rinaldo and Aarti Singh
Advances in Neural Information Processing Systems 24, 2011