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- Susan B. Davidson
University of Pennsylvania, Philadelphia, PA, USA
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Publication search results
found 170 matches
- 2024
- Susan B. Davidson, Tova Milo, Kathy Razmadze, Gal Zeevi:
ASQP-RL Demo: Learning Approximation Sets for Exploratory Queries. SIGMOD Conference Companion 2024: 452-455 - Susan B. Davidson, Tova Milo, Kathy Razmadze, Gal Zeevi:
Learning Approximation Sets for Exploratory Queries. CoRR abs/2401.17059 (2024) - 2023
- Daniella Patton, Adarsh Ghosh, Amy Farkas, Susan Sotardi, Michael L. Francavilla, Shyam Venkatakrishna, Saurav Bose, Minhui Ouyang, Hao Huang, Richard Davidson, Raymond W. Sze, Jie Nguyen:
Automating Angle Measurements on Foot Radiographs in Young Children: Feasibility and Performance of a Convolutional Neural Network Model. J. Digit. Imaging 36(4): 1419-1430 (2023) - Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan:
Efficiently Archiving Photos under Storage Constraints. EDBT 2023: 591-603 - Yael Amsterdamer, Susan B. Davidson, Tova Milo, Kathy Razmadze, Amit Somech:
Selecting Sub-tables for Data Exploration. ICDE 2023: 2496-2509 - 2022
- Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov:
Disposal by Design. IEEE Data Eng. Bull. 45(1): 10-20 (2022) - Yinjun Wu, Val Tannen, Susan B. Davidson:
Provenance-based Model Maintenance: Implications for Privacy. IEEE Data Eng. Bull. 45(1): 37-49 (2022) - Dennis Dosso, Susan B. Davidson, Gianmaria Silvello:
Credit distribution in relational scientific databases. Inf. Syst. 109: 102060 (2022) - Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan:
PHOcus: Efficiently Archiving Photos. Proc. VLDB Endow. 15(12): 3630-3633 (2022) - Susan B. Davidson, Daniel Deutch, Nave Frost, Benny Kimelfeld, Omer Koren, Mikaël Monet:
ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values. SIGMOD Conference 2022: 2373-2376 - Kathy Razmadze, Yael Amsterdamer, Amit Somech, Susan B. Davidson, Tova Milo:
SubTab: Data Exploration with Informative Sub-Tables. SIGMOD Conference 2022: 2369-2372 - Kathy Razmadze, Yael Amsterdamer, Amit Somech, Susan B. Davidson, Tova Milo:
Selecting Sub-tables for Data Exploration. CoRR abs/2203.02754 (2022) - 2021
- Susan B. Davidson:
It's not just Cookies and Tea. Proc. VLDB Endow. 14(12): 3206 (2021) - Yinjun Wu, James Weimer, Susan B. Davidson:
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties. Proc. VLDB Endow. 14(11): 2410-2418 (2021) - Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan B. Davidson:
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series. AAAI 2021: 651-659 - Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan B. Davidson:
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series. CoRR abs/2103.02164 (2021) - Yinjun Wu, James Weimer, Susan B. Davidson:
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report). CoRR abs/2107.08588 (2021) - Lingjiao Chen, Leshang Chen, Hongyi Wang, Susan B. Davidson, Edgar Dobriban:
Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients. CoRR abs/2110.01595 (2021) - 2020
- Susan B. Davidson:
Susan Davidson Speaks Out on Collaborating with Other Research Areas and Balancing Work and Family. SIGMOD Rec. 49(2): 52-58 (2020) - Shaobo Wang, Hui Lyu, Jiachi Zhang, Chenyuan Wu, Xinyi Chen, Wenchao Zhou, Boon Thau Loo, Susan B. Davidson, Chen Chen:
Provenance for Probabilistic Logic Programs. EDBT 2020: 145-156 - Leshang Chen, Susan B. Davidson:
Automating Software Citation using GitCite. ICDE 2020: 1754-1757 - Yinjun Wu, Edgar Dobriban, Susan B. Davidson:
DeltaGrad: Rapid retraining of machine learning models. ICML 2020: 10355-10366 - Yinjun Wu, Val Tannen, Susan B. Davidson:
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. SIGMOD Conference 2020: 447-462 - Dennis Dosso, Susan B. Davidson, Gianmaria Silvello:
Data Provenance for Attributes: Attribute Lineage. TaPP 2020 - Yinjun Wu, Val Tannen, Susan B. Davidson:
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. CoRR abs/2002.11791 (2020) - Yinjun Wu, Edgar Dobriban, Susan B. Davidson:
DeltaGrad: Rapid retraining of machine learning models. CoRR abs/2006.14755 (2020) - 2019
- Yinjun Wu, Abdussalam Alawini, Daniel Deutch, Tova Milo, Susan B. Davidson:
ProvCite: Provenance-based Data Citation. Proc. VLDB Endow. 12(7): 738-751 (2019) - Leshang Chen, Susan B. Davidson:
Automating Software Citation using GitCite. CoRR abs/1902.00952 (2019) - 2018
- Francine Berman, Rob A. Rutenbar, Brent Hailpern, Henrik I. Christensen, Susan B. Davidson, Deborah Estrin, Michael J. Franklin, Margaret Martonosi, Padma Raghavan, Victoria Stodden, Alexander S. Szalay:
Realizing the potential of data science. Commun. ACM 61(4): 67-72 (2018) - Abdussalam Alawini, Susan B. Davidson, Gianmaria Silvello, Val Tannen, Yinjun Wu:
Data Citation: A New Provenance Challenge. IEEE Data Eng. Bull. 41(1): 27-38 (2018)
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