Maruan Al-Shedivat

Cited by

	All	Since 2017
Citations	1869	1801
h-index	18	17
i10-index	24	23

460

230

115

345

2015201620172018201920202021202218 44 97 204 329 331 459 377

Public access

View all

12 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Jakob FoersterAssociate Professor, University of OxfordVerified email at eng.ox.ac.uk
Gert CauwenberghsProfessor of Bioengineering and Co-Director, Institute for Neural Computation, UC San DiegoVerified email at ucsd.edu
Emre NeftciInstitute Director, Forschungszentrum Jülich; Professor, RWTH Aachen; Associate Professor UC IrvineVerified email at fz-juelich.de
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Khaled N. SalamaAssociate Dean, King Abdullah Univeristy of Science and Technology (KAUST)Verified email at kaust.edu.sa
Yuri BurdaOpenAIVerified email at openai.com
Igor MordatchGoogle BrainVerified email at google.com
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Aditya GroverAssistant Professor of Computer Science, UCLAVerified email at cs.ucla.edu
Zhiting HuAssistant Professor at UC San DiegoVerified email at ucsd.edu
Ilya SutskeverCo-Founder and Chief Scientist of OpenAIVerified email at openai.com
Ameet TalwalkarCMU and Determined AIVerified email at cmu.edu
Andrew Gordon WilsonNew York UniversityVerified email at cims.nyu.edu
Afshin RostamizadehGoogle ResearchVerified email at google.com
Ankur P ParikhStaff Research Scientist at GoogleVerified email at google.com
Xin GaoProfessor, Computer Sciences; Associate Director, Computational Bioscience Research CenterVerified email at kaust.edu.sa
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu

Maruan Al-Shedivat

Principal Research Scientist @ Genesis Therapeutics

Verified email at genesistherapeutics.ai - Homepage

Artificial Intelligence Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning with opponent-learning awareness JN Foerster, RY Chen, M Al-Shedivat, S Whiteson, P Abbeel, I Mordatch Proceedings of the 17th International Conference on Autonomous Agents and …, 2018	409	2018
Continuous adaptation via meta-learning in nonstationary and competitive environments M Al-Shedivat, T Bansal, Y Burda, I Sutskever, I Mordatch, P Abbeel Proceedings of 6th International Conference on Learning Representations, 2018	314	2018
Stochastic synapses enable efficient brain-inspired learning machines EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs Frontiers in neuroscience 10, 2016	119	2016
Memristors empower spiking neurons with stochasticity M Al-Shedivat, R Naous, G Cauwenberghs, KN Salama IEEE journal on Emerging and selected topics in circuits and systems 5 (2 …, 2015	117	2015
A field guide to federated optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ... arXiv preprint arXiv:2107.06917, 2021	113	2021
Learning scalable deep kernels with recurrent structure M Al-Shedivat, AG Wilson, Y Saatchi, Z Hu, EP Xing Journal of Machine Learning Research 18 (82), 1-37, 2017	105	2017
Learning Policy Representations in Multiagent Systems A Grover, M Al-Shedivat, JK Gupta, Y Burda, H Edwards Proceedings of the 35th International Conference on Machine Learning 80 …, 2018	90*	2018
Stochasticity modeling in memristors R Naous, M Al-Shedivat, KN Salama IEEE Transactions on Nanotechnology 15 (1), 15-28, 2015	88	2015
Contextual Explanation Networks M Al-Shedivat, A Dubey, EP Xing Journal of Machine Learning Research 21 (194), 1−44, 2020	73	2020
DiCE: The Infinitely Differentiable Monte-Carlo Estimator J Foerster, G Farquhar, M Al-Shedivat, T Rocktäschel, EP Xing, ... Proceedings of the 35th International Conference on Machine Learning 80 …, 2018	67	2018
Regularizing black-box models for improved interpretability G Plumb, M Al-Shedivat, ÁA Cabrera, A Perer, E Xing, A Talwalkar Advances in Neural Information Processing Systems 33, 10526-10536, 2020	42*	2020
Consistency by agreement in zero-shot neural machine translation M Al-Shedivat, AP Parikh Conference of the North American Chapter of the Association for …, 2019	39	2019
Progressive Generation of Long Text with Pretrained Language Models B Tan, Z Yang, M Al-Shedivat, E Xing, Z Hu Proceedings of the 2021 Conference of the North American Chapter of the …, 2021	33*	2021
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms M Al-Shedivat, J Gillenwater, E Xing, A Rostamizadeh Proceedings of the 9th International Conference on Learning Representations, 2021	33	2021
Inherently stochastic spiking neurons for probabilistic neural computation M Al-Shedivat, R Naous, E Neftci, G Cauwenberghs, KN Salama 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 356-359, 2015	33*	2015
Memristor-based neural networks: Synaptic versus neuronal stochasticity R Naous, M AlShedivat, E Neftci, G Cauwenberghs, KN Salama Aip Advances 6 (11), 111304, 2016	32	2016
Supervised transfer sparse coding M Al-Shedivat, JJY Wang, M Alzahrani, J Huang, X Gao Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014	31	2014
ADIOS: Architectures Deep In Output Space M Cissé, M Al-Shedivat, S Bengio Proceedings of The 33rd International Conference on Machine Learning, 2770-2779, 2016	25	2016
Evaluating generalization in multiagent systems using agent-interaction graphs A Grover, M Al-Shedivat, JK Gupta, Y Burda, H Edwards Proceedings of the 17th International Conference on Autonomous Agents and …, 2018	15*	2018
Unsupervised learning in synaptic sampling machines EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs arXiv preprint arXiv:1511.04484, 2015	15	2015

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors