9 citations · 12 across the 3 of their papers we have counts for
6 papers
Using Embeddings for Causal Estimation of Peer Influence in Social Networks
Irina Cristali, Victor Veitch
We address the problem of using observational data to estimate peer contagion effects, the influence of treatments applied to individuals in a network on the outcomes of their neig…
Adaptive Differentially Private Empirical Risk Minimization
Xiaoxia Wu, Lingxiao Wang, Irina Cristali +2
We propose an adaptive (stochastic) gradient perturbation method for differentially private empirical risk minimization. At each iteration, the random noise added to the gradient i…
Two-type annihilating systems on the complete and star graph
Irina Cristali, Yufeng Jiang, Matthew Junge +3
Red and blue particles are placed in equal proportion through-out either the complete or star graph and iteratively sampled to take simple random walk steps. Mutual annihilation oc…
Poisson percolation on the oriented square lattice
Irina Cristali, Matthew Junge, Rick Durrett
In Poisson percolation each edge becomes open after an independent exponentially distributed time with rate that decreases in the distance from the origin. As a sequel to our work…
Poisson percolation on the square lattice
Irina Cristali, Matthew Junge, Rick Durrett
On the square lattice raindrops fall on an edge with midpoint at rate . The edge becomes open when the first drop falls on it. Let be the probabilit…
Block size in Geometric(p)-biased permutations
Irina Cristali, Vinit Ranjan, Jake Steinberg +4
Fix a probability distribution on the positive integers. The first block in a -biased permutation can be visualized in terms of raindrop…