Automated Data Science for Relational Data
Lam, Hoang Thanh, Buesser, Beat, Min, Hong, Minh, Tran Ngoc, Wistuba, Martin, Khurana, Udayan, Bramble, Gregory, Salonidis, Theodoros, Wang, Dakuo, Samulowitz, Horst
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
Published in 2021 IEEE 37th International Conference on Data Engineering (ICDE) (01.04.2021)
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Conference Proceeding
Toward Theoretical Guidance for Two Common Questions in Practical Cross-Validation based Hyperparameter Selection
Ram, Parikshit, Gray, Alexander G, Samulowitz, Horst C, Bramble, Gregory
Year of Publication 12.01.2023
Year of Publication 12.01.2023
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Journal Article
Automated machine learning using nearest neighbor recommender systems
Samulowitz, Horst Cornelius, Bramble, Gregory, Aggarwal, Charu C, Sathe, Saket
Year of Publication 26.03.2024
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Year of Publication 26.03.2024
Patent
Methods for automatically configuring performance evaluation schemes for machine learning algorithms
Zhang, Bo, Ram, Parikshit, Samulowitz, Horst Cornelius, Bramble, Gregory
Year of Publication 20.06.2023
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Year of Publication 20.06.2023
Patent
EARLY STOPPING OF ARTIFICIAL INTELLIGENCE MODEL TRAINING USING CONTROL LIMITS
Ryszka, Daniel Jakub, Sobala, Wojciech, Bramble, Gregory, Cmielowski, Lukasz G
Year of Publication 02.03.2023
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Year of Publication 02.03.2023
Patent
Code generation for Auto-AI
Samulowitz, Horst Cornelius, Filla, Gregory, Chaudhary, Arunima, Bramble, Gregory, Wang, Dakuo, Kirchner, Peter Daniel
Year of Publication 02.01.2024
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Year of Publication 02.01.2024
Patent
AUTOMATED MACHINE LEARNING USING NEAREST NEIGHBOR RECOMMENDER SYSTEMS
Samulowitz, Horst Cornelius, Bramble, Gregory, Aggarwal, Charu C, Sathe, Saket
Year of Publication 10.02.2022
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Year of Publication 10.02.2022
Patent