LiveVal: Time-aware Data Valuation via Adaptive Reference Points

Jie Xu, Zihan Wu, Cong Wang +1

Time-aware data valuation enhances training efficiency and model robustness, as early detection of harmful samples could prevent months of wasted computation. However, existing met…