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Publications Influence

Consistency of spectral clustering in stochastic block models

- Jing Lei, A. Rinaldo
- Mathematics
- 7 December 2013

We analyze the performance of spectral clustering for community extraction in stochastic block models. We show that, under mild conditions, spectral clustering applied to the adjacency matrix of the… Expand

335 43- PDF

Distribution-Free Predictive Inference for Regression

- Jing Lei, Max G'Sell, A. Rinaldo, R. Tibshirani, L. Wasserman
- Mathematics, Computer Science
- 14 April 2016

TLDR

153 27- PDF

Differential privacy for functions and functional data

- Rob Hall, A. Rinaldo, L. Wasserman
- Computer Science, Mathematics
- J. Mach. Learn. Res.
- 12 March 2012

TLDR

112 20- PDF

On the asymptotic properties of the group lasso estimator for linear models

- Y. Nardi, A. Rinaldo
- Mathematics
- 2008

We establish estimation and model selection consistency, pre- diction and estimation boundsand persistencefor the group-lassoestimator and model selectorproposed by Yuan and Lin (2006) for least… Expand

159 19- PDF

Confidence sets for persistence diagrams

- Brittany Terese Fasy, F. Lecci, A. Rinaldo, L. Wasserman, Sivaraman Balakrishnan, A. Singh
- Mathematics, Computer Science
- 28 March 2013

TLDR

170 15- PDF

Sparsistency of the Edge Lasso over Graphs

- James Sharpnack, A. Singh, A. Rinaldo
- Mathematics, Computer Science
- AISTATS
- 21 March 2012

TLDR

66 15- PDF

CONSISTENCY UNDER SAMPLING OF EXPONENTIAL RANDOM GRAPH MODELS.

- C. Shalizi, A. Rinaldo
- Mathematics, Medicine
- Annals of statistics
- 13 November 2011

The growing availability of network data and of scientific interest in distributed systems has led to the rapid development of statistical models of network structure. Typically, however, these are… Expand

162 13- PDF

Characterization of multilocus linkage disequilibrium

- A. Rinaldo, S. Bacanu, B. Devlin, Vibhor A Sonpar, L. Wasserman, K. Roeder
- Biology, Medicine
- Genetic epidemiology
- 1 April 2005

Linkage disequilibrium (LD) in the human genome, often measured as pairwise correlation between adjacent markers, shows substantial spatial heterogeneity. Congruent with these results, studies have… Expand

118 11- PDF

Properties and refinements of the fused lasso

- A. Rinaldo
- Mathematics
- 2 May 2008

We consider estimating an unknown signal, both blocky and sparse, which is corrupted by additive noise. We study three interrelated least squares procedures and their asymptotic properties. The first… Expand

146 10- PDF

Minimax Localization of Structural Information in Large Noisy Matrices

- M. Kolar, Sivaraman Balakrishnan, A. Rinaldo, A. Singh
- Computer Science, Mathematics
- NIPS
- 12 December 2011

TLDR

62 10- PDF

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