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Horst Samulowitz
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Cited by
Year
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai, 2529-2535, 2017
2162017
Adaptive data augmentation for image classification
A Fawzi, H Samulowitz, D Turaga, P Frossard
2016 IEEE International Conference on Image Processing (ICIP), 3688-3692, 2016
2102016
Algorithm selection and scheduling
S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
International Conference on Principles and Practice of Constraint …, 2011
1972011
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI
D Wang, JD Weisz, M Muller, P Ram, W Geyer, C Dugan, Y Tausczik, ...
Proceedings of the ACM on Human-Computer Interaction 3 (CSCW), 1-24, 2019
1702019
Cognito: Automated feature engineering for supervised learning
U Khurana, D Turaga, H Samulowitz, S Parthasrathy
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
1312016
Feature engineering for predictive modeling using reinforcement learning
U Khurana, H Samulowitz, D Turaga
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1212018
Model-based genetic algorithms for algorithm configuration
C Ansótegui, Y Malitsky, H Samulowitz, M Sellmann, K Tierney
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
1202015
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering.
Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
IJCAI 13, 608-614, 2013
1202013
Learning to solve QBF
H Samulowitz, R Memisevic
AAAI 7, 255-260, 2007
1182007
An effective algorithm for hyperparameter optimization of neural networks
GI Diaz, A Fokoue-Nkoutche, G Nannicini, H Samulowitz
IBM Journal of Research and Development 61 (4/5), 9: 1-9: 11, 2017
1122017
Experiments with massively parallel constraint solving
L Bordeaux, Y Hamadi, H Samulowitz
Twenty-First International Joint Conference on Artificial Intelligence, 2009
902009
Guiding combinatorial optimization with UCT
A Sabharwal, H Samulowitz, C Reddy
International Conference on Integration of Artificial Intelligence (AI) and …, 2012
712012
Deep learning for algorithm portfolios
A Loreggia, Y Malitsky, H Samulowitz, V Saraswat
Thirtieth AAAI Conference on Artificial Intelligence, 2016
692016
Search combinators
T Schrijvers, G Tack, P Wuille, H Samulowitz, PJ Stuckey
Constraints 18 (2), 269-305, 2013
652013
Collaborative expert portfolio management
D Stern, H Samulowitz, R Herbrich, T Graepel, L Pulina, A Tacchella
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 179-184, 2010
592010
Preprocessing qbf
H Samulowitz, J Davies, F Bacchus
International Conference on Principles and Practice of Constraint …, 2006
592006
Using sat in qbf
H Samulowitz, F Bacchus
International Conference on Principles and Practice of Constraint …, 2005
582005
Binary clause reasoning in QBF
H Samulowitz, F Bacchus
International Conference on Theory and Applications of Satisfiability …, 2006
572006
An ADMM based framework for automl pipeline configuration
S Liu, P Ram, D Vijaykeerthy, D Bouneffouf, G Bramble, H Samulowitz, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4892-4899, 2020
542020
Selecting Near-Optimal Learners via Incremental Data Allocation
A Sabharwal, H Samulowitz, G Tesauro
512016
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