Search Results for author: Irina Cristali

Found 2 papers, 1 papers with code

Using Embeddings for Causal Estimation of Peer Influence in Social Networks

2 code implementations • 17 May 2022 • Irina Cristali, Victor Veitch

The main aim is to perform this adjustment nonparametrically, without functional form assumptions on either the process that generated the network or the treatment assignment and outcome processes.

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Adaptive Differentially Private Empirical Risk Minimization

no code implementations • 14 Oct 2021 • Xiaoxia Wu, Lingxiao Wang, Irina Cristali, Quanquan Gu, Rebecca Willett

We propose an adaptive (stochastic) gradient perturbation method for differentially private empirical risk minimization.

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