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20192026
most citedOn the redundancy in large material datasets: efficient and robust learning with less data

112 citations · 303 across the 15 of their papers we have counts for

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cs.LG2025

Exploring the Limitations of kNN Noisy Feature Detection and Recovery for Self-Driving Labs

Qiuyu Shi, Kangming Li, Yao Fehlis +4

Self-driving laboratories (SDLs) have shown promise to accelerate materials discovery by integrating machine learning with automated experimental platforms. However, errors in the…