2 citations · 7 across the 9 of their papers we have counts for
4 papers · 1 filter
Cascade-based Randomization for Inferring Causal Effects under Diffusion Interference
Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva
The presence of interference, where the outcome of an individual may depend on the treatment assignment and behavior of neighboring nodes, can lead to biased causal effect estimati…
Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model
Zahra Fatemi, Minh Huynh, Elena Zheleva +2
Forecasting multivariate time series data, which involves predicting future values of variables over time using historical data, has significant practical applications. Although de…
Contagion Effect Estimation Using Proximal Embeddings
Zahra Fatemi, Elena Zheleva
Contagion effect refers to the causal effect of peers' behavior on the outcome of an individual in social networks. Contagion can be confounded due to latent homophily which makes…
Minimizing Interference and Selection Bias in Network Experiment Design
Zahra Fatemi, Elena Zheleva
Current approaches to A/B testing in networks focus on limiting interference, the concern that treatment effects can "spill over" from treatment nodes to control nodes and lead to…