ML for Data Management
ML for Data Management
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Gao Cong
Latest
SAM: Database Generation from Query Workloads with Supervised Autoregressive Models
Learned Index Benefits: Machine Learning Based Index Performance Estimation
QueryFormer: a tree transformer model for query plan representation
Effectively Learning Spatial Indexes with a Support for Updates
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
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