| Stochastic variance reduction for nonconvex optimization SJ Reddi, A Hefny, S Sra, B Poczos, A Smola International conference on machine learning, 314-323, 2016 | 625 | 2016 |
| Query-based workload forecasting for self-driving database management systems L Ma, D Van Aken, A Hefny, G Mezerhane, A Pavlo, GJ Gordon Proceedings of the 2018 International Conference on Management of Data, 631-645, 2018 | 213 | 2018 |
| On variance reduction in stochastic gradient descent and its asynchronous variants S J Reddi, A Hefny, S Sra, B Poczos, AJ Smola Advances in neural information processing systems 28, 2015 | 200 | 2015 |
| Multipath++: Efficient information fusion and trajectory aggregation for behavior prediction B Varadarajan, A Hefny, A Srivastava, KS Refaat, N Nayakanti, ... 2022 International Conference on Robotics and Automation (ICRA), 7814-7821, 2022 | 134 | 2022 |
| A nonparametric mixture model for topic modeling over time A Dubey, A Hefny, S Williamson, EP Xing Proceedings of the 2013 SIAM international conference on data mining, 530-538, 2013 | 80 | 2013 |
| Supervised learning for dynamical system learning A Hefny, C Downey, GJ Gordon Advances in neural information processing systems 28, 2015 | 73 | 2015 |
| Predictive state recurrent neural networks C Downey, A Hefny, B Boots, GJ Gordon, B Li Advances in Neural Information Processing Systems 30, 2017 | 57 | 2017 |
| Rows versus Columns: Randomized Kaczmarz or Gauss--Seidel for Ridge Regression A Hefny, D Needell, A Ramdas SIAM Journal on Scientific Computing 39 (5), S528-S542, 2017 | 42 | 2017 |
| Recurrent predictive state policy networks A Hefny, Z Marinho, W Sun, S Srinivasa, G Gordon International Conference on Machine Learning, 1949-1958, 2018 | 31 | 2018 |
| Using semantic features to detect spamming in social bookmarking systems A Madkour, T Hefni, A Hefny, KS Refaat Proc. of ECML PKDD Discovery Challenge Workshop, 55-62, 2008 | 29 | 2008 |
| Improved transliteration mining using graph reinforcement A El Kahki, K Darwish, AS El Din, M Abd El-Wahab, A Hefny, W Ammar Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011 | 26 | 2011 |
| Large-scale randomized-coordinate descent methods with non-separable linear constraints SS Sashank Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey UAI'15 Proceedings of the Thirty-First Conference on Uncertainty in …, 2015 | 22* | 2015 |
| Cerberus: Applying supervised and reinforcement learning techniques to capture the flag games A Hefny, A Hatem, M Shalaby, A Atiya Proceedings of the AAAI Conference on Artificial Intelligence and …, 2008 | 18 | 2008 |
| Practical learning of predictive state representations C Downey, A Hefny, G Gordon arXiv preprint arXiv:1702.04121, 2017 | 13 | 2017 |
| An efficient, expressive and local minima-free method for learning controlled dynamical systems A Hefny, C Downey, G Gordon Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 9* | 2018 |
| Rows vs. columns: Randomized Kaczmarz or Gauss-Seidel for ridge regression A Hefny, D Needell, A Ramdas arXiv preprint arXiv:1507.05844, 2015 | 9 | 2015 |
| Incremental combinatory categorial grammar and its derivations A Hefny, H Hassan, M Bahgat International Conference on Intelligent Text Processing and Computational …, 2011 | 7 | 2011 |
| Exploring friend's influence in cultures in Twitter A Gupta, KP Sycara, GJ Gordon, A Hefny Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013 | 5 | 2013 |
| Random walk features for network-aware topic models A Hefny, G Gordon, K Sycara NIPS 2013 Workshop on Frontiers of Network Analysis 6, 2013 | 5 | 2013 |
| Is a query worth translating: ask the users! A Hefny, K Darwish, A Alkahky Advances in Information Retrieval: 33rd European Conference on IR Research …, 2011 | 4 | 2011 |
Geoff GordonProfessor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
