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Ahmed Hefny
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2020 – today
- 2022
- [c15]Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp:
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. ICRA 2022: 7814-7821 - 2021
- [i6]Balakrishnan Varadarajan, Ahmed Hefny, Avikalp Srivastava, Khaled S. Refaat, Nigamaa Nayakanti, Andre Cornman, Kan Chen, Bertrand Douillard, Chi-Pang Lam, Dragomir Anguelov, Benjamin Sapp:
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction. CoRR abs/2111.14973 (2021)
2010 – 2019
- 2018
- [b1]Ahmed Hefny:
Efficient Methods for Prediction and Control in Partially Observable Environments. Carnegie Mellon University, USA, 2018 - [c14]Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon:
An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems. AAAI 2018: 3191-3198 - [c13]Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha S. Srinivasa, Geoffrey J. Gordon:
Recurrent Predictive State Policy Networks. ICML 2018: 1954-1963 - [c12]Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo
, Geoffrey J. Gordon:
Query-based Workload Forecasting for Self-Driving Database Management Systems. SIGMOD Conference 2018: 631-645 - [i5]Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha S. Srinivasa, Geoffrey J. Gordon:
Recurrent Predictive State Policy Networks. CoRR abs/1803.01489 (2018) - 2017
- [j1]Ahmed Hefny, Deanna Needell, Aaditya Ramdas:
Rows versus Columns: Randomized Kaczmarz or Gauss-Seidel for Ridge Regression. SIAM J. Sci. Comput. 39(5) (2017) - [c11]Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey J. Gordon, Boyue Li:
Predictive State Recurrent Neural Networks. NIPS 2017: 6053-6064 - [i4]Carlton Downey, Ahmed Hefny, Geoffrey J. Gordon:
Practical Learning of Predictive State Representations. CoRR abs/1702.04121 (2017) - 2016
- [c10]Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola:
Stochastic Variance Reduction for Nonconvex Optimization. ICML 2016: 314-323 - [i3]Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola:
Stochastic Variance Reduction for Nonconvex Optimization. CoRR abs/1603.06160 (2016) - 2015
- [c9]Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon:
Supervised Learning for Dynamical System Learning. NIPS 2015: 1963-1971 - [c8]Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola:
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants. NIPS 2015: 2647-2655 - [c7]Sashank J. Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra:
Large-scale randomized-coordinate descent methods with non-separable linear constraints. UAI 2015: 762-771 - [i2]Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon:
A New View of Predictive State Methods for Dynamical System Learning. CoRR abs/1505.05310 (2015) - [i1]Sashank J. Reddi, Ahmed Hefny, Suvrit Sra, Barnabás Póczos, Alexander J. Smola:
On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants. CoRR abs/1506.06840 (2015) - 2014
- [c6]Ahmed Hefny, Robert E. Kass, Sanjeev Khanna, Matthew A. Smith, Geoffrey J. Gordon:
Fast and Improved SLEX Analysis of High-Dimensional Time Series. MLINI@NIPS 2014: 94-103 - 2013
- [c5]Anika Gupta, Katia P. Sycara, Geoffrey J. Gordon, Ahmed Hefny:
Exploring friend's influence in cultures in Twitter. ASONAM 2013: 584-591 - [c4]Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing:
A Nonparametric Mixture Model for Topic Modeling over Time. SDM 2013: 530-538 - 2011
- [c3]Ahmed Hefny, Hany Hassan, Mohamed Bahgat:
Incremental Combinatory Categorial Grammar and Its Derivations. CICLing (1) 2011: 96-108 - [c2]Ahmed Hefny, Kareem Darwish, Ali El Kahki:
Is a Query Worth Translating: Ask the Users! ECIR 2011: 238-250 - [c1]Ali El Kahki, Kareem Darwish, Ahmed Saad El Din, Mohamed Abd El-Wahab, Ahmed Hefny, Waleed Ammar:
Improved Transliteration Mining Using Graph Reinforcement. EMNLP 2011: 1384-1393
Coauthor Index
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