Natural Science Foundation of Jiangsu Province,China(BK20222012,BK20211517);National Key R&D Program of China(2020AAA0107000);National Natural Science Foundation of China(Grant No.62222605)。
Supervised learning often requires a large number of labeled examples,which has become a critical bottleneck in the case that manual annotating the class labels is costly.To mitigate this issue,a new framework called ...
supported in part by the Natural Science Foundation of the Jiangsu Higher Education Institutions of China(19KJA550002).
1 IntroductionText categorization methods based on machine learning always encounter the curse of dimensionality. Therefore, it is crucial to perform feature selection to reduce dimensionality of text vectors. Methods...
the National Natural Science Foundation of China (Grant No. 61672012).
Sponsored search auction has been recently studied and auctioneer's revenue is an important consideration in probabilistic single-item second-price auctions. Some papers have analyzed the revenue maximization problem ...
This work was supported by the National Natural Science Foundation of China (Grant Nos. 61572135 and 61170085), 973 project (2010CB328106), Program for New Century Excellent Talents in China (NCET-10-0388).
The key issue in top-k retrieval, finding a set of k documents (from a large document collection) that can best answer a user's query, is to strike the optimal balance between relevance and diversity. In this paper...