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pro vyhledávání: '"Norman, W"'
Embeddings are now used to underpin a wide variety of data management tasks, including entity resolution, dataset search and semantic type detection. Such applications often involve datasets with numerical columns, but there has been more emphasis pl
Externí odkaz:
http://arxiv.org/abs/2410.07485
Deep clustering (DC), a fusion of deep representation learning and clustering, has recently demonstrated positive results in data science, particularly text processing and computer vision. However, joint optimization of feature learning and data dist
Externí odkaz:
http://arxiv.org/abs/2405.17723
Deep Learning (DL) techniques now constitute the state-of-the-art for important problems in areas such as text and image processing, and there have been impactful results that deploy DL in several data management tasks. Deep Clustering (DC) has recen
Externí odkaz:
http://arxiv.org/abs/2305.13494