A. Williams

works on

contextual modeling 1 data augmentation 1 multimodal learning 1 synthetic datasets 1 time series forecasting 1

From the 1 of 6 linked papers with an AI index.

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cs.AI2026

Dr-CiK: A Testbed for Foresight-Driven Agents

Yihong Tang, Andrew Robert Williams, Arjun Ashok +6

Time series forecasting in real-world settings often depends not only on historical observations, but also on external context that must be actively discovered from noisy, heteroge…