Ahmed Hefny - RankMe

23 papers A* 5A 3B 1Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2022	A*	`conf`	MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. ICRA Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp
2021	J	`jnl`	MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. CoRR Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp
2018	A*	`conf`	An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems. AAAI Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon
2018	—	`—`	Efficient Methods for Prediction and Control in Partially Observable Environments. Ahmed Hefny
2018	—	`conf`	Query-based Workload Forecasting for Self-Driving Database Management Systems. SIGMOD Conference Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon
2018	A*	`conf`	Recurrent Predictive State Policy Networks. ICML Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha S. Srinivasa, Geoffrey J. Gordon
2018	J	`jnl`	Recurrent Predictive State Policy Networks. CoRR Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha S. Srinivasa, Geoffrey J. Gordon
2017	J	`jnl`	Practical Learning of Predictive State Representations. CoRR Carlton Downey, Ahmed Hefny, Geoffrey J. Gordon
2017	—	`conf`	Predictive State Recurrent Neural Networks. NIPS Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey J. Gordon, Boyue Li
2017	J	`jnl`	Rows versus Columns: Randomized Kaczmarz or Gauss-Seidel for Ridge Regression. SIAM J. Sci. Comput. Ahmed Hefny, Deanna Needell, Aaditya Ramdas
2016	A*	`conf`	Stochastic Variance Reduction for Nonconvex Optimization. ICML Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola
2016	J	`jnl`	Stochastic Variance Reduction for Nonconvex Optimization. CoRR Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola
2015	J	`jnl`	A New View of Predictive State Methods for Dynamical System Learning. CoRR Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon
2015	A	`conf`	Large-scale randomized-coordinate descent methods with non-separable linear constraints. UAI Sashank J. Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra
2015	—	`conf`	On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants. NIPS Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola
2015	J	`jnl`	On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants. CoRR Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola
2015	—	`conf`	Supervised Learning for Dynamical System Learning. NIPS Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon
2014	—	`conf`	Fast and Improved SLEX Analysis of High-Dimensional Time Series. MLINI@NIPS Ahmed Hefny, Robert E. Kass, Sanjeev Khanna, Matthew A. Smith, Geoffrey J. Gordon
2013	A	`conf`	A Nonparametric Mixture Model for Topic Modeling over Time. SDM Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing
2013	B	`conf`	Exploring friend's influence in cultures in Twitter. ASONAM Anika Gupta, Katia P. Sycara, Geoffrey J. Gordon, Ahmed Hefny
2011	A*	`conf`	Improved Transliteration Mining Using Graph Reinforcement. EMNLP Ali El Kahki, Kareem Darwish, Ahmed Saad El Din, Mohamed Abd El-Wahab, Ahmed Hefny, Waleed Ammar
2011	—	`conf`	Incremental Combinatory Categorial Grammar and Its Derivations. CICLing (1) Ahmed Hefny, Hany Hassan, Mohamed Bahgat
2011	A	`conf`	Is a Query Worth Translating: Ask the Users! ECIR Ahmed Hefny, Kareem Darwish, Ali El Kahki