Hamed Hassani

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Citations	2710	2249
h-index	32	28
i10-index	54	51

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Ruediger UrbankeEPFLVerified email at epfl.ch
Amin KarbasiYale University, EPFL, ETHZVerified email at yale.edu
Marco MondelliAssistant Professor, IST AustriaVerified email at ist.ac.at
Aryan MokhtariAssistant Professor, ECE, University of Texas at AustinVerified email at austin.utexas.edu
Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Ramtin PedarsaniAssistant Professor, Electrical and Computer Engineering, UC Santa BarbaraVerified email at ece.ucsb.edu
Nicolas MacrisEcole Polytechnique Federale LausanneVerified email at epfl.ch
Mario LučićResearch Scientist, Google BrainVerified email at google.com
George J. PappasProfessor or Electrical and Systems Engineering, University of PennsylvaniaVerified email at seas.upenn.edu
Lin ChenPostdoc, UC BerkeleyVerified email at berkeley.edu
Olivier BachemResearch Scientist, Google BrainVerified email at google.com
Amirhossein ReisizadehPhD Candidate, UC Santa BarbaraVerified email at ucsb.edu
Zebang Shen 沈泽邦University of PennsylvaniaVerified email at seas.upenn.edu
Alex RobeyPhD Student, University of PennsylvaniaVerified email at seas.upenn.edu
Ehsan KazemiGoogleVerified email at google.com
Matthias GrossglauserEPFLVerified email at epfl.ch
Manfred MorariElectrical and Systems Engineering, U. of PennsylvaniaVerified email at seas.upenn.edu
Ryuhei MoriTokyo Institute of TechnologyVerified email at c.titech.ac.jp
Mahdi SoltanolkotabiUniversity of Southern CaliforniaVerified email at usc.edu
Hossein TaheriUCSBVerified email at ucsb.edu

Hamed Hassani

University of Pennsylvania

Verified email at seas.upenn.edu - Homepage

Machine Learning Coding and Information Theory Graphical Models...


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finite-length scaling of polar codes SH Hassani, K Alishahi, R Urbanke arXiv preprint arXiv:1304.4778, 2013	147*	2013
On the construction of polar codes R Pedarsani, SH Hassani, I Tal, E Telatar Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on …, 2011	130	2011
Fast and Provably Good Seedings for k-Means. O Bachem, M Lucic, SH Hassani, A Krause Nips, 55-63, 2016	114	2016
Unified scaling of polar codes: Error exponent, scaling exponent, moderate deviations, and error floors M Mondelli, SH Hassani, RL Urbanke IEEE Transactions on Information Theory 62 (12), 6698-6712, 2016	106	2016
Efficient and accurate estimation of lipschitz constants for deep neural networks M Fazlyab, A Robey, H Hassani, M Morari, GJ Pappas arXiv preprint arXiv:1906.04893, 2019	100	2019
Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization A Reisizadeh, A Mokhtari, H Hassani, A Jadbabaie, R Pedarsani International Conference on Artificial Intelligence and Statistics, 2021-2031, 2020	96	2020
Approximate k-means++ in sublinear time O Bachem, M Lucic, SH Hassani, A Krause Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	95	2016
From polar to Reed-Muller codes: A technique to improve the finite-length performance M Mondelli, SH Hassani, RL Urbanke IEEE Transactions on Communications 62 (9), 3084-3091, 2014	95	2014
Universal polar codes SH Hassani, R Urbanke 2014 IEEE International Symposium on Information Theory, 1451-1455, 2014	93	2014
Growing a graph matching from a handful of seeds E Kazemi, SH Hassani, M Grossglauser Proceedings of the VLDB Endowment 8 (10), 1010-1021, 2015	89	2015
Achieving Marton’s region for broadcast channels using polar codes M Mondelli, SH Hassani, I Sason, RL Urbanke IEEE Transactions on Information Theory 61 (2), 783-800, 2014	79	2014
Gradient methods for submodular maximization H Hassani, M Soltanolkotabi, A Karbasi arXiv preprint arXiv:1708.03949, 2017	76	2017
How to achieve the capacity of asymmetric channels M Mondelli, R Urbanke, SH Hassani 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014	76*	2014
The compound capacity of polar codes SH Hassani, SB Korada, R Urbanke 2009 47th Annual Allerton Conference on Communication, Control, and …, 2009	67	2009
Coupled graphical models and their thresholds SH Hassani, N Macris, R Urbanke 2010 IEEE Information Theory Workshop, 1-5, 2010	62	2010
Stochastic conditional gradient methods: From convex minimization to submodular maximization A Mokhtari, H Hassani, A Karbasi Journal of Machine Learning Research 21 (105), 1-49, 2020	55	2020
Rate-dependent analysis of the asymptotic behavior of channel polarization SH Hassani, R Mori, T Tanaka, RL Urbanke Information Theory, IEEE Transactions on 59 (4), 2267-2276, 2013	55	2013
An exact quantized decentralized gradient descent algorithm A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani IEEE Transactions on Signal Processing 67 (19), 4934-4947, 2019	54*	2019
Online continuous submodular maximization L Chen, H Hassani, A Karbasi International Conference on Artificial Intelligence and Statistics, 1896-1905, 2018	50	2018
Conditional gradient method for stochastic submodular maximization: Closing the gap A Mokhtari, H Hassani, A Karbasi International Conference on Artificial Intelligence and Statistics, 1886-1895, 2018	46	2018

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