Hefny, Ahmed

7 publications

AAAI 2018 An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon

ICML 2018 Recurrent Predictive State Policy Networks Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha Srinivasa, Geoffrey Gordon

NeurIPS 2017 Predictive State Recurrent Neural Networks Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey J. Gordon, Boyue Li

ICML 2016 Stochastic Variance Reduction for Nonconvex Optimization Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, Alex Smola

UAI 2015 Large-Scale Randomized-Coordinate Descent Methods with Non-Separable Linear Constraints Sashank J. Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra

NeurIPS 2015 On Variance Reduction in Stochastic Gradient Descent and Its Asynchronous Variants Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabas Poczos, Alexander J Smola

NeurIPS 2015 Supervised Learning for Dynamical System Learning Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon