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Huawei Ireland Research Centre
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Log-Insight transforms incident diagnosis from a manual, time-consuming process into an efficient automated workflow, achieving over 90% accuracy in identifying root causes within a minute.
Short-term A/B test metrics can be misleading: this paper shows how to accurately estimate long-term value changes by modeling treatment effects as a decaying function learned from multiple cohorts.
Forget dataset-specific models: Large Causal Models (LCMs) pre-trained on diverse data now offer fast, scalable, and accurate temporal causal discovery, even outperforming baselines in out-of-distribution scenarios.
