Ahmed Hefny

Ahmed Hefny

Carnegie Mellon University - Pittsburgh / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 883856
person_outline Ahmed Hefny's MOST POPULAR ARTICLES
1-) Stochastic variance reduction for nonconvex optimizationSJ Reddi, A Hefny, S Sra, B Póczos, A SmolaInternational conference on machine learning, 314-323, 20165492016
2-) Multipath++: Efficient information fusion and trajectory aggregation for behavior predictionB Varadarajan, A Hefny, A Srivastava, KS Refaat, N Nayakanti, ...2022 International Conference on Robotics and Automation (ICRA), 7814-7821, 20222772022
3-) Query-based workload forecasting for self-driving database management systemsL Ma, D Van Aken, A Hefny, G Mezerhane, A Pavlo, GJ GordonProceedings of the 2018 International Conference on Management of Data, 631-645, 20182542018
4-) On variance reduction in stochastic gradient descent and its asynchronous variantsS J Reddi, A Hefny, S Sra, B Poczos, AJ SmolaAdvances in neural information processing systems 28, 20152112015
5-) A nonparametric mixture model for topic modeling over timeA Dubey, A Hefny, S Williamson, EP XingProceedings of the 2013 SIAM international conference on data mining, 530-538, 2013812013