Hamed Hassani

Cited by

	All	Since 2016
Citations	2468	2007
h-index	32	27
i10-index	49	47

720

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540

20102011201220132014201520162017201820192020202121 15 57 88 119 132 167 244 324 442 712 108

Co-authors

Ruediger UrbankeEPFLVerified email at epfl.ch
Marco MondelliAssistant Professor, IST AustriaVerified email at ist.ac.at
Amin KarbasiYale UniversityVerified email at yale.edu
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 LučićSenior Research Scientist, Google BrainVerified email at google.com
Lin ChenPostdoc, UC BerkeleyVerified email at berkeley.edu
George J. PappasProfessor or Electrical and Systems Engineering, University of PennsylvaniaVerified email at seas.upenn.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
Seyyed Ali HashemiStanford UniversityVerified email at stanford.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	143*	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	127	2011
Fast and Provably Good Seedings for k-Means. O Bachem, M Lucic, SH Hassani, A Krause Nips, 55-63, 2016	108	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	104	2016
Universal polar codes SH Hassani, R Urbanke 2014 IEEE International Symposium on Information Theory, 1451-1455, 2014	92	2014
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	89	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	87	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	85	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	76	2014
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
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	73	2020
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	73	2019
Gradient methods for submodular maximization H Hassani, M Soltanolkotabi, A Karbasi arXiv preprint arXiv:1708.03949, 2017	67	2017
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	61	2010
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	54	2013
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	47	2020
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	44*	2019
On the scaling of polar codes: I. The behavior of polarized channels SH Hassani, R Urbanke 2010 IEEE International Symposium on Information Theory, 874-878, 2010	43	2010
Construction of polar codes with sublinear complexity M Mondelli, SH Hassani, RL Urbanke IEEE Transactions on Information Theory 65 (5), 2782-2791, 2018	41	2018

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