Spremljaj
Horst Samulowitz
Naslov
Navedeno
Navedeno
Leto
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
4482019
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai 17, 2529-2535, 2017
3972017
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
3332016
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
2402017
Feature engineering for predictive modeling using reinforcement learning
U Khurana, H Samulowitz, D Turaga
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2312018
Algorithm selection and scheduling
S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
Principles and Practice of Constraint Programming–CP 2011: 17th …, 2011
2262011
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
2172016
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
1532015
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering.
Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
IJCAI 13, 608-614, 2013
1342013
Learning to solve QBF
H Samulowitz, R Memisevic
AAAI 7, 255-260, 2007
1222007
Guiding combinatorial optimization with UCT
A Sabharwal, H Samulowitz, C Reddy
Integration of AI and OR Techniques in Contraint Programming for …, 2012
1002012
Deep learning for algorithm portfolios
A Loreggia, Y Malitsky, H Samulowitz, V Saraswat
Proceedings of the aaai conference on artificial intelligence 30 (1), 2016
982016
Experiments with Massively Parallel Constraint Solving.
L Bordeaux, Y Hamadi, H Samulowitz
IJCAI 2009, 443-448, 2009
942009
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
892020
How Much Automation Does a Data Scientist Want?
D Wang, QV Liao, Y Zhang, U Khurana, H Samulowitz, S Park, M Muller, ...
arXiv preprint arXiv:2101.03970, 2021
692021
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
692010
Selecting Near-Optimal Learners via Incremental Data Allocation
A Sabharwal, H Samulowitz, G Tesauro
632016
Preprocessing qbf
H Samulowitz, J Davies, F Bacchus
Principles and Practice of Constraint Programming-CP 2006: 12th …, 2006
632006
Delfi: Online planner selection for cost-optimal planning
M Katz, S Sohrabi, H Samulowitz, S Sievers
Ninth International Planning Competition (IPC-9): planner abstracts, 55-62, 2018
622018
Using sat in qbf
H Samulowitz, F Bacchus
International Conference on Principles and Practice of Constraint …, 2005
582005
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