Hefny, Ahmed

1. Stochastic Variance Reduction for Nonconvex Optimization
   2016/03/19 by Sashank J. Reddi, Reddi, Sashank J., Ahmed Hefny +7 · 37 citations
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Markov Chains and Monte Carlo Methods
2. MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction
   2021/11/29 by Balakrishnan Varadarajan, Varadarajan, Balakrishnan, Ahmed Hefny +19 · 12 citations
   Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Traffic and Road Safety
3. On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants
   2015/06/23 by Reddi, Sashank J., Hefny, Ahmed, Sra, Suvrit +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Recurrent Predictive State Policy Networks
   2018/03/05 by Ahmed Hefny, Zita Marinho, Hefny, Ahmed +7 · 1 citation
   Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Political Conflict and Governance