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cs.LG2024
Can time series forecasting be automated? A benchmark and analysis
Anvitha Thirthapura Sreedhara, Joaquin Vanschoren
In the field of machine learning and artificial intelligence, time series forecasting plays a pivotal role across various domains such as finance, healthcare, and weather. However,…
cs.IR2024★ 4 cited
A Standardized Machine-readable Dataset Documentation Format for Responsible AI
Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez +15
Data is critical to advancing AI technologies, yet its quality and documentation remain significant challenges, leading to adverse downstream effects (e.g., potential biases) in AI…