Manzil Zaheer

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Citations	9665	9438
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i10-index	53	51

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Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Alex SmolaBoson AIVerified email at smola.org
Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Barnabas PoczosAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Sashank J. ReddiResearch Scientist, Google ResearchVerified email at cs.cmu.edu
Kumar Avinava DubeyGoogle ResearchVerified email at google.com
Satwik KotturResearch Scientist, Facebook AIVerified email at fb.com
Chao-Yuan WuResearch Scientist, Facebook AI Research (FAIR)Verified email at cs.utexas.edu
Rajarshi DasUniversity of WashingtonVerified email at cs.washington.edu
Chris DyerDeepMind, Carnegie MellonVerified email at google.com
Jean-Baptiste TristanAmazon Web Services - Automated Reasoning GroupVerified email at bc.edu
Ralf SteinmetzProfessor for Multimedia Communications, TU DarmstadtVerified email at tu-darmstadt.de
Andreas ReinhardtTU ClausthalVerified email at tu-clausthal.de
Siva ReddyAssistant Professor, Computer Science and Linguistics, McGill University, MilaVerified email at cs.mcgill.ca
Guy L. Steele Jr.Oracle LabsVerified email at oracle.com
Michael WickUniversity of MassachusettsVerified email at cs.umass.edu
Suvrit SraMITVerified email at mit.edu
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Fa WangCarnegie Mellon UniversityVerified email at andrew.cmu.edu

Manzil Zaheer

Google Research

Verified email at cmu.edu - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Federated optimization in heterogeneous networks T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smith Proceedings of Machine learning and systems 2, 429-450, 2020	2158	2020
Deep Sets M Zaheer, S Kottur, S Ravanbakhsh, B Poczos, R Salakhutdinov, ... Advances in Neural Information Processing Systems, 3391-3401, 2017	1955	2017
Big bird: Transformers for longer sequences M Zaheer, G Guruganesh, KA Dubey, J Ainslie, C Alberti, S Ontanon, ... Advances in neural information processing systems 33, 17283-17297, 2020	989	2020
Adaptive federated optimization S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ... arXiv preprint arXiv:2003.00295, 2020	627	2020
Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning R Das, S Dhuliawala, M Zaheer, L Vilnis, I Durugkar, A Krishnamurthy, ... ICLR, 2017	425	2017
Gaussian LDA for topic models with word embeddings R Das, M Zaheer, C Dyer Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	401	2015
Open domain question answering using early fusion of knowledge bases and text H Sun, B Dhingra, M Zaheer, K Mazaitis, R Salakhutdinov, WW Cohen arXiv preprint arXiv:1809.00782, 2018	335	2018
Adaptive methods for nonconvex optimization M Zaheer, S Reddi, D Sachan, S Kale, S Kumar Advances in neural information processing systems 31, 2018	295	2018
Compressed video action recognition CY Wu, M Zaheer, H Hu, R Manmatha, AJ Smola, P Krähenbühl Proceedings of the IEEE conference on computer vision and pattern …, 2018	293	2018
Point cloud gan CL Li, M Zaheer, Y Zhang, B Poczos, R Salakhutdinov arXiv preprint arXiv:1810.05795, 2018	171	2018
Multi-step retriever-reader interaction for scalable open-domain question answering R Das, S Dhuliawala, M Zaheer, A McCallum arXiv preprint arXiv:1905.05733, 2019	170	2019
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	163	2021
Question answering on knowledge bases and text using universal schema and memory networks R Das, M Zaheer, S Reddy, A McCallum Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	148	2017
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function DS Sachan, M Zaheer, R Salakhutdinov AAAI, 2019	108	2019
Feddane: A federated newton-type method T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smithy 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1227-1231, 2019	89	2019
Differentiable reasoning over a virtual knowledge base B Dhingra, M Zaheer, V Balachandran, G Neubig, R Salakhutdinov, ... arXiv preprint arXiv:2002.10640, 2020	79	2020
Transformation Autoregressive Networks JB Oliva, A Dubey, M Zaheer, B Póczos, R Salakhutdinov, J Schneider, ... ICML, 2018	79	2018
A generic approach for escaping saddle points SJ Reddi, M Zaheer, S Sra, B Poczos, F Bach, R Salakhutdinov, AJ Smola AISTATS, 2017	64	2017
Nonparametric density estimation under adversarial losses S Singh, A Uppal, B Li, CL Li, M Zaheer, B Póczos Advances in Neural Information Processing Systems 31, 2018	62	2018
Randomized exploration in generalized linear bandits B Kveton, M Zaheer, C Szepesvari, L Li, M Ghavamzadeh, C Boutilier International Conference on Artificial Intelligence and Statistics, 2066-2076, 2020	61	2020

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