| 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 | 201 | 2016 |
| Algorithm selection and scheduling S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Principles and Practice of Constraint …, 2011 | 190 | 2011 |
| 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 | 128 | 2019 |
| 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 | 119 | 2016 |
| Learning to solve QBF H Samulowitz, R Memisevic AAAI 7, 255-260, 2007 | 117 | 2007 |
| Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering. Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann IJCAI 13, 608-614, 2013 | 115 | 2013 |
| 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 | 113 | 2015 |
| Feature engineering for predictive modeling using reinforcement learning U Khurana, H Samulowitz, D Turaga Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 104 | 2018 |
| 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 | 99 | 2017 |
| Experiments with massively parallel constraint solving L Bordeaux, Y Hamadi, H Samulowitz Twenty-First International Joint Conference on Artificial Intelligence, 2009 | 90 | 2009 |
| Guiding combinatorial optimization with UCT A Sabharwal, H Samulowitz, C Reddy International Conference on Integration of Artificial Intelligence (AI) and …, 2012 | 66 | 2012 |
| Search combinators T Schrijvers, G Tack, P Wuille, H Samulowitz, PJ Stuckey Constraints 18 (2), 269-305, 2013 | 64 | 2013 |
| Deep learning for algorithm portfolios A Loreggia, Y Malitsky, H Samulowitz, V Saraswat Thirtieth AAAI Conference on Artificial Intelligence, 2016 | 62 | 2016 |
| Preprocessing qbf H Samulowitz, J Davies, F Bacchus International Conference on Principles and Practice of Constraint …, 2006 | 59 | 2006 |
| Binary clause reasoning in QBF H Samulowitz, F Bacchus International Conference on Theory and Applications of Satisfiability …, 2006 | 57 | 2006 |
| Using sat in qbf H Samulowitz, F Bacchus International Conference on Principles and Practice of Constraint …, 2005 | 57 | 2005 |
| 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 | 56 | 2010 |
| 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 | 50 | 2020 |
| Selecting Near-Optimal Learners via Incremental Data Allocation A Sabharwal, H Samulowitz, G Tesauro | 48 | 2016 |
| 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 | 42 | 2013 |
Ashish SabharwalAllen Institute for AI (AI2)Verified email at allenai.org
