Gerardo Vitagliano
Postdoctoral Associate
I am a postdoc in the Data & Systems Group working within the Semantic Data area with Mike Cafarella.
Currently, I am focusing my research on the areas that bridge machine learning with data systems, exploring the area of multimodal data integration and representation learning for tabular data. Previously, I have been interested with data preparation and data loading for semi-structured data.
Feel free to contact me for any collaboration, project proposal or anything closely or loosely related to these research topics.
Related Links
Last updated Nov 13 '24
Related Links
Publications
Vitagliano, Gerardo and Hameed, Mazhar and Jiang, Lan and Reisener, Lucas and Wu, Eugene and Naumann, Felix
Pollock: A Data Loading Benchmark
Proceedings of the VLDB Endowment, 2023
Hameed, Mazhar and Vitagliano, Gerardo and Jiang, Lan and Naumann, Felix
SURAGH: Syntactic Pattern Matching to Identify Ill-Formed Records.
EDBT, 2022
Vitagliano, Gerardo and Hameed, Mazhar and Naumann, Felix
Structural Embedding of Data Files with MAGRITTE
Proceedings of the NeurIPS Table Representation Workshop (TRL@NeurIPS), 2022
Vitagliano, Gerardo and Jiang, Lan and Naumann, Felix
Detecting layout templates in complex multiregion files
Proceedings of the VLDB Endowment, 2021