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causal inference 1counterfactual analysis 1interventional benchmarking 1synthetic data generation 1time series 1

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1 paper

cs.LG2026

DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series

Dennis Thumm, Billy Tim Anthony, Ying Chen

The paper introduces DoTime, an open-source synthetic benchmark generator for multivariate temporal causal models that supports continuous-time interventions, counterfactual sampli…