Horst Samulowitz
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Algorithm selection and scheduling
S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
International Conference on Principles and Practice of Constraint …, 2011
1792011
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
1552016
Learning to solve QBF
H Samulowitz, R Memisevic
AAAI 7, 255-260, 2007
1132007
Algorithm portfolios based on cost-sensitive hierarchical clustering
Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
Twenty-Third International Joint Conference on Artificial Intelligence, 2013
1082013
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
1022016
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
982015
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
872017
Experiments with massively parallel constraint solving
L Bordeaux, Y Hamadi, H Samulowitz
Twenty-First International Joint Conference on Artificial Intelligence, 2009
852009
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
782019
Feature engineering for predictive modeling using reinforcement learning
U Khurana, H Samulowitz, D Turaga
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
782018
Search combinators
T Schrijvers, G Tack, P Wuille, H Samulowitz, PJ Stuckey
Constraints 18 (2), 269-305, 2013
642013
Guiding combinatorial optimization with UCT
A Sabharwal, H Samulowitz, C Reddy
International Conference on Integration of Artificial Intelligence (AI) and …, 2012
582012
Preprocessing qbf
H Samulowitz, J Davies, F Bacchus
International Conference on Principles and Practice of Constraint …, 2006
582006
Using sat in qbf
H Samulowitz, F Bacchus
International Conference on Principles and Practice of Constraint …, 2005
572005
Binary clause reasoning in QBF
H Samulowitz, F Bacchus
International Conference on Theory and Applications of Satisfiability …, 2006
562006
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), 2010
552010
Deep learning for algorithm portfolios
A Loreggia, Y Malitsky, H Samulowitz, V Saraswat
Thirtieth AAAI Conference on Artificial Intelligence, 2016
502016
Selecting Near-Optimal Learners via Incremental Data Allocation
A Sabharwal, H Samulowitz, G Tesauro
442016
Resolution and parallelizability: Barriers to the efficient parallelization of SAT solvers
G Katsirelos, A Sabharwal, H Samulowitz, L Simon
Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
422013
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
382020
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