Automated feature enhancement for predictive modeling using external knowledge
- Sainyam Galhotra
- Udayan Khurana
- et al.
- 2019
- ICDM 2019
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28 results for Horst Samulowitz
Optimal exploitation of clustering and history information in multi-armed bandit
- Djallel Bouneffouf
- Srinivasan Parthasarathy
- et al.
- 2019
- IJCAI 2019
Deep learning for cost-optimal planning: Task-dependent planner selection
- Silvan Sievers
- Shirin Sohrabi
- et al.
- 2019
- AAAI 2019
Feature engineering for predictive modeling using reinforcement learning
- Udayan Khurana
- Horst Samulowitz
- et al.
- 2018
- AAAI 2018
Dataset evolver: An interactive feature engineering notebook
- Fatemeh Nargesian
- Udayan Khurana
- et al.
- 2018
- AAAI 2018
Learning feature engineering for classification
- Fatemeh Nargesian
- Horst Samulowitz
- et al.
- 2017
- IJCAI 2017
An effective algorithm for hyperparameter optimization of neural networks
- Gonzalo I. Diaz
- Achille Fokoue
- et al.
- 2017
- IBM J. Res. Dev
Adaptive data augmentation for image classification
- Alhussein Fawzi
- Horst Samulowitz
- et al.
- 2016
- ICIP 2016
Image inpainting through neural networks hallucinations
- Alhussein Fawzi
- Horst Samulowitz
- et al.
- 2016
- IVMSP 2016
Cognito: Automated Feature Engineering for Supervised Learning
- Udayan Khurana
- Deepak S. Turaga
- et al.
- 2016
- ICDMW 2016