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Madelon Hulsebos
Madelon Hulsebos
Postdoctoral Scholar, UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Sherlock: A deep learning approach to semantic data type detection
M Hulsebos, K Hu, M Bakker, E Zgraggen, A Satyanarayan, T Kraska, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
2092019
Sato: Contextual semantic type detection in tables
D Zhang, Y Suhara, J Li, M Hulsebos, Ç Demiralp, WC Tan
arXiv preprint arXiv:1911.06311, 2019
1192019
VizNet: Towards a large-scale visualization learning and benchmarking repository
K Hu, SNS Gaikwad, M Hulsebos, MA Bakker, E Zgraggen, C Hidalgo, ...
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019
862019
GitTables: A large-scale corpus of relational tables
M Hulsebos, Ç Demiralp, P Groth
Proceedings of the ACM on Management of Data 1 (1), 2023
552023
Results of semtab 2021
V Cutrona, J Chen, V Efthymiou, O Hassanzadeh, E Jiménez-Ruiz, ...
Proceedings of the semantic web challenge on tabular data to knowledge graph …, 2022
322022
The network nullspace property for compressed sensing of big data over networks
A Jung, M Hulsebos
Frontiers in Applied Mathematics and Statistics 4, 9, 2018
182018
Augmenting decision making via interactive what-if analysis
S Gathani, M Hulsebos, J Gale, PJ Haas, Ç Demiralp
arXiv preprint arXiv:2109.06160, 2021
62021
Making Table Understanding Work in Practice
M Hulsebos, S Gathani, J Gale, I Dillig, P Groth, Ç Demiralp
arXiv preprint arXiv:2109.05173, 2021
62021
Observatory: Characterizing Embeddings of Relational Tables
T Cong, M Hulsebos, Z Sun, P Groth, HV Jagadish
arXiv preprint arXiv:2310.07736, 2023
52023
Results of semtab 2022
N Abdelmageed, J Chen, V Cutrona, V Efthymiou, O Hassanzadeh, ...
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 3320, 2022
52022
Models and Practice of Neural Table Representations
M Hulsebos, X Deng, H Sun, P Papotti
Companion of the 2023 International Conference on Management of Data, 83-89, 2023
42023
GitSchemas: A Dataset for Automating Relational Data Preparation Tasks
T Döhmen, M Hulsebos, C Beecks, S Schelter
DBML Workshop at the 38th IEEE International Conference on Data Engineering, 2022
42022
AdaTyper: Adaptive Semantic Column Type Detection
M Hulsebos, P Groth, Ç Demiralp
arXiv preprint arXiv:2311.13806, 2023
12023
SPADE: Synthesizing Assertions for Large Language Model Pipelines
S Shankar, H Li, P Asawa, M Hulsebos, Y Lin, JD Zamfirescu-Pereira, ...
arXiv preprint arXiv:2401.03038, 2024
2024
Table Representation Learning
M Hulsebos
Madelon Hulsebos, 2024
2024
Results of SemTab 2023
O Hassanzadeh, N Abdelmageed, V Efthymiou, J Chen, V Cutrona, ...
CEUR Workshop Proceedings 3557, 1-14, 2023
2023
Introducing the Observatory Library for End-to-End Table Embedding Inference
T Cong, Z Sun, P Groth, H Jagadish, M Hulsebos
NeurIPS 2023 Second Table Representation Learning Workshop, 2023
2023
Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM)
M Boehm, M Hulsebos, S Shankar, P Varma
Companion of the 2023 International Conference on Management of Data, 305-306, 2023
2023
Semantic Web Challenge on Tabular Data to Knowledge Graph Matching
N Abdelmageed, J Chen, V Cutrona, V Efthymiou, O Hassanzadeh, ...
International Semantic Web Conference, 2022
2022
The Network Nullspace Property for Compressed Sensing of Big Data Over Networks
M Hulsebos, A Jung
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
2018
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