2 papers
cs.LG2026
Temporal-Decay Shapley: A Time-Aware Data Valuation Framework for Time-Series Data
Chuwen Pang, Bing Mi, Kongyang Chen
With the rapid development of machine learning applications on time-series data, accurately assessing the value of training samples has become essential for data selection, noise d…
cs.GT2025
Multi-Party Data Pricing for Complex Data Trading Markets: A Rubinstein Bargaining Approach
Bing Mi, Zhengwang Han, Kongyang Chen
With the rapid development of Internet of Things (IoT) and artificial intelligence technologies, data has become an important strategic resource in the new era. However, the growin…