| Stochastic variance reduction for nonconvex optimization SJ Reddi, A Hefny, S Sra, B Poczos, A Smola International conference on machine learning, 314-323, 2016 | 412 | 2016 |
| On variance reduction in stochastic gradient descent and its asynchronous variants SJ Reddi, A Hefny, S Sra, B Poczos, A Smola arXiv preprint arXiv:1506.06840, 2015 | 160 | 2015 |
| 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 | 85 | 2018 |
| 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 | 65 | 2013 |
| Supervised learning for dynamical system learning A Hefny, C Downey, GJ Gordon Advances in neural information processing systems 28, 1954, 2015 | 44 | 2015 |
| Predictive state recurrent neural networks C Downey, A Hefny, B Li, B Boots, G Gordon arXiv preprint arXiv:1705.09353, 2017 | 40 | 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 | 28 | 2017 |
| 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 | 28 | 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 | 23 | 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 | 20* | 2015 |
| Cerberus: Applying Supervised and Reinforcement Learning Techniques to Capture the Flag Games. AS Hefny, AA Hatem, MM Shalaby, AF Atiya AIIDE, 2008 | 17 | 2008 |
| Suvrit Sra, Barnabas Poczos, and Alex Smola SJ Reddi, A Hefny Stochastic variance reduction for nonconvex optimization, 314-323, 2016 | 14 | 2016 |
| Recurrent predictive state policy networks A Hefny, Z Marinho, W Sun, S Srinivasa, G Gordon International Conference on Machine Learning, 1949-1958, 2018 | 11 | 2018 |
| Practical learning of predictive state representations C Downey, A Hefny, G Gordon arXiv preprint arXiv:1702.04121, 2017 | 11 | 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 | 7* | 2018 |
| Incremental combinatory categorial grammar and its derivations A Hefny, H Hassan, M Bahgat International Conference on Intelligent Text Processing and Computational …, 2011 | 6 | 2011 |
| Exploring friend's influence in cultures in Twitter A Gupta, KP Sycara, GJ Gordon, A Hefny 2013 IEEE/ACM International Conference on Advances in Social Networks …, 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 | 4 | 2013 |
| Is a query worth translating: ask the users! A Hefny, K Darwish, A Alkahky European Conference on Information Retrieval, 238-250, 2011 | 4 | 2011 |
| Coordinate descent algorithms with coupling constraints: Lessons learned A Hefny, SJ Reddi, S Sra NIPS Workshop on Software Engineering For Machine Learning 6, 2014 | 3 | 2014 |
Sashank J. ReddiResearch Scientist, Google ResearchVerified email at cs.cmu.edu
