Hamed Hassani
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Finite-length scaling of polar codes
SH Hassani, K Alishahi, R Urbanke
arXiv preprint arXiv:1304.4778, 2013
142*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
1252011
Fast and provably good seedings for k-means
O Bachem, M Lucic, H Hassani, A Krause
Advances in neural information processing systems 29, 55-63, 2016
1072016
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
992016
Universal polar codes
SH Hassani, R Urbanke
2014 IEEE International Symposium on Information Theory, 1451-1455, 2014
912014
Approximate K-Means++ in Sublinear Time.
O Bachem, M Lucic, SH Hassani, A Krause
AAAI, 1459-1467, 2016
882016
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
812014
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
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
752015
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
712014
The compound capacity of polar codes
SH Hassani, SB Korada, R Urbanke
2009 47th Annual Allerton Conference on Communication, Control, and …, 2009
692009
Coupled graphical models and their thresholds
SH Hassani, N Macris, R Urbanke
2010 IEEE Information Theory Workshop, 1-5, 2010
612010
Gradient methods for submodular maximization
H Hassani, M Soltanolkotabi, A Karbasi
Advances in Neural Information Processing Systems 30, 5841-5851, 2017
602017
Efficient and accurate estimation of lipschitz constants for deep neural networks
M Fazlyab, A Robey, H Hassani, M Morari, G Pappas
Advances in Neural Information Processing Systems, 11427-11438, 2019
552019
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
552013
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
472020
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
422010
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
402020
Threshold saturation in spatially coupled constraint satisfaction problems
SH Hassani, N Macris, R Urbanke
Journal of Statistical Physics 150 (5), 807-850, 2013
402013
Online continuous submodular maximization
L Chen, H Hassani, A Karbasi
arXiv preprint arXiv:1802.06052, 2018
392018
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