An effective algorithm for hyperparameter optimization of neural networks
- Gonzalo I. Diaz
- Achille Fokoue
- et al.
- 2017
- IBM J. Res. Dev
Publications
32 results for Horst Samulowitz
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
Deep learning for algorithm portfolios
- Andrea Loreggia
- Yuri Malitsky
- et al.
- 2016
- AAAI 2016
Selecting near-optimal learners via incremental data allocation
- Ashish Sabharwal
- Horst Samulowitz
- et al.
- 2016
- AAAI 2016
Model-based genetic algorithms for algorithm configuration
- Carlos Ansótegui
- Yuri Malitsky
- et al.
- 2015
- IJCAI 2015
Towards cognitive automation of data science
- Alain Biem
- Maria A. Butrico
- et al.
- 2015
- AAAI/IAAI 2015
Algorithm portfolios based on cost-sensitive hierarchical clustering
- Yuri Malitsky
- Ashish Sabharwal
- et al.
- 2013
- IJCAI 2013
Resolution and parallelizability: Barriers to the efficient parallelization of SAT solvers
- George Katsirelos
- Ashish Sabharwal
- et al.
- 2013
- AAAI 2013