Susan Davidson
University of Pennsylvania
H-index: 51
North America-United States
Top articles of Susan Davidson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Approximation Sets for Exploratory Queries | arXiv preprint arXiv:2401.17059 | Susan B Davidson Tova Milo Kathy Razmadze Gal Zeevi | 2024/1/30 |
Selecting Sub-tables for Data Exploration | Yael Amsterdamer Susan B Davidson Tova Milo Kathy Razmadze Amit Somech | 2023/4/3 | |
Efficiently Archiving Photos under Storage Constraints. | Susan B Davidson Shay Gershtein Tova Milo Slava Novgorodov May Shoshan | 2023 | |
Disposal by Design. | IEEE Data Eng. Bull. | Susan B Davidson Shay Gershtein Tova Milo Slava Novgorodov | 2022 |
Credit distribution in relational scientific databases | Information Systems | Dennis Dosso Susan B Davidson Gianmaria Silvello | 2022/11/1 |
Phocus: Efficiently archiving photos | Proceedings of the VLDB Endowment | Susan B Davidson Shay Gershtein Tova Milo Slava Novgorodov May Shoshan | 2022/8/1 |
ShapGraph: An holistic view of explanations through provenance graphs and Shapley values | Susan Davidson Daniel Deutch Nave Frost Benny Kimelfeld Omer Koren | 2022/6/10 | |
SubTab: Data Exploration with Informative Sub-Tables | Kathy Razmadze Yael Amsterdamer Amit Somech Susan B Davidson Tova Milo | 2022/6/10 | |
Provenance-based Model Maintenance: Implications for Privacy. | IEEE Data Eng. Bull. | Yinjun Wu Val Tannen Susan B Davidson | 2022 |
Solon: Communication-efficient byzantine-resilient distributed training via redundant gradients | arXiv preprint arXiv:2110.01595 | Lingjiao Chen Leshang Chen Hongyi Wang Susan Davidson Edgar Dobriban | 2021/10/4 |
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report) | arXiv preprint arXiv:2107.08588 | Yinjun Wu James Weimer Susan B Davidson | 2021/7/19 |
It's not just cookies and tea | Proceedings of the VLDB Endowment | Susan B Davidson | 2021/7/1 |
Dynamic gaussian mixture based deep generative model for robust forecasting on sparse multivariate time series | Yinjun Wu Jingchao Ni Wei Cheng Bo Zong Dongjin Song | 2021/3/3 | |
Data provenance for attributes: attribute lineage | Dennis Dosso Susan B Davidson Gianmaria Silvello | 2020 | |
Susan Davidson Speaks Out on Collaborating with Other Research Areas and Balancing Work and Family | ACM SIGMOD Record | Susan Davidson | 2020/12/9 |
Deltagrad: Rapid retraining of machine learning models | Yinjun Wu Edgar Dobriban Susan Davidson | 2020/11/21 | |
Priu: A provenance-based approach for incrementally updating regression models | Yinjun Wu Val Tannen Susan B Davidson | 2020/6/11 | |
Automating software citation using gitcite | Leshang Chen Susan B Davidson | 2020/4/20 | |
Provenance for probabilistic logic programs | International Conference on Extending Database Technology (EDBT) | Shaobo Wang Hui Lyu Jiachi Zhang Chenyuan Wu Xinyi Chen | 2020/4 |
