Jiegang Xu

Credibility-Aware Weighting Federated Causal Discovery for Time Series

Federated causal discovery for time series is becoming increasingly important in many application domains. In practice, intervention policies on each client often change over time, causing the local underlying causal mechanisms to drift rather than remain fixed. Moreover, different sampling frequenc…