A. Rinaldo

activity

20042023

most citedConsistency of spectral clustering in stochastic block models

331 citations · 1.8k across the 71 of their papers we have counts for

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Showing 2016 · stat.MEShow all

3 papers · 2 filters

stat.ME2016★ 20 cited

Approximate Recovery in Changepoint Problems, from $ℓ_{2}$ Estimation Error Rates

Kevin Lin, James Sharpnack, Alessandro Rinaldo +1

In the 1-dimensional multiple changepoint detection problem, we prove that any procedure with a fast enough $ℓ_{2}$ error rate, in terms of its estimation of the underlying piecew…

stat.ME2016

Hierarchical Models for Independence Structures of Networks

Kayvan Sadeghi, Alessandro Rinaldo

We introduce a new family of network models, called hierarchical network models, that allow us to represent in an explicit manner the stochastic dependence among the dyads (random…

stat.ME2016★ 38 cited

Distribution-Free Predictive Inference For Regression

Jing Lei, Max G'Sell, Alessandro Rinaldo +2

We develop a general framework for distribution-free predictive inference in regression, using conformal inference. The proposed methodology allows for the construction of a predic…

Approximate Recovery in Changepoint Problems, from ℓ2​ Estimation Error Rates

Hierarchical Models for Independence Structures of Networks

Distribution-Free Predictive Inference For Regression

Approximate Recovery in Changepoint Problems, from $ℓ_{2}$ Estimation Error Rates