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Gholamali Aminian
Gholamali Aminian
Postdoc Researcher, University College London (UCL)
在 ucl.ac.uk 的电子邮件经过验证
标题
引用次数
引用次数
年份
Capacity of diffusion-based molecular communication networks over LTI-Poisson channels
G Aminian, H Arjmandi, A Gohari, M Nasiri-Kenari, U Mitra
IEEE Transactions on Molecular, Biological and Multi-Scale Communications 1 …, 2015
562015
On the capacity of point-to-point and multiple-access molecular communications with ligand-receptors
G Aminian, M Farahnak-Ghazani, M Mirmohseni, M Nasiri-Kenari, F Fekri
IEEE Transactions on Molecular, Biological and Multi-Scale Communications 1 …, 2015
422015
On medium chemical reaction in diffusion-based molecular communication: A two-way relaying example
M Farahnak-Ghazani, G Aminian, M Mirmohseni, A Gohari, ...
IEEE Transactions on Communications 67 (2), 1117-1132, 2018
192018
Jensen-Shannon information based characterization of the generalization error of learning algorithms
G Aminian, L Toni, MRD Rodrigues
2020 IEEE Information Theory Workshop (ITW), 1-5, 2020
162020
Diffusion-based molecular communication with limited molecule production rate
HG Bafghi, A Gohari, M Mirmohseni, G Aminian, M Nasiri-Kenari
IEEE Transactions on Molecular, Biological and Multi-Scale Communications 4 …, 2018
162018
On the capacity of a class of signal-dependent noise channels
H Ghourchian, G Aminian, A Gohari, M Mirmohseni, M Nasiri-Kenari
IEEE Transactions on Information Theory 64 (12), 7828-7846, 2018
14*2018
Physical layer network coding in molecular two-way relay networks
MF Ghazani, G Aminian, M Mirmohseni, A Gohari, MN Kenari
2016 Iran Workshop on Communication and Information Theory (IWCIT), 1-6, 2016
122016
Capacity of LTI-poisson channel for diffusion based molecular communication
G Aminian, H Arjmandi, A Gohari, MN Kenari, U Mitra
2015 IEEE International Conference on Communications (ICC), 1060-1065, 2015
92015
An exact characterization of the generalization error for the Gibbs algorithm
G Aminian, Y Bu, L Toni, M Rodrigues, G Wornell
Advances in Neural Information Processing Systems 34, 8106-8118, 2021
8*2021
Information-Theoretic Bounds on the Moments of the Generalization Error of Learning Algorithms
G Aminian, L Toni, MRD Rodrigues
2021 IEEE International Symposium on Information Theory (ISIT), 2021
42021
Tighter Expected Generalization Error Bounds via Convexity of Information Measures
G Aminian, Y Bu, GW Wornell, MRD Rodrigues
2022 IEEE International Symposium on Information Theory (ISIT), 2481-2486, 2022
22022
An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift
G Aminian, M Abroshan, MM Khalili, L Toni, M Rodrigues
International Conference on Artificial Intelligence and Statistics, 7433-7449, 2022
12022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm
Y Bu, G Aminian, L Toni, GW Wornell, M Rodrigues
International Conference on Artificial Intelligence and Statistics, 8673-8699, 2022
12022
Semi-Counterfactual Risk Minimization Via Neural Networks
G Aminian, R Vega, O Rivasplata, L Toni, M Rodrigues
arXiv preprint arXiv:2209.07148, 2022
2022
Toward Minimal-Sufficiency in Regression Tasks: An Approach Based on a Variational Estimation Bottleneck
Z Lyu, G Aminian, MRD Rodrigues
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
2021
On medium chemical reaction in diffusion-based molecular communication: A two-way relaying example
M Farahnak-Ghazani, G Aminian, M Mirmohseni, A Gohari, ...
IEEE Transactions on Communications 67 (2), 1117-1132, 2018
2018
Capacity of diffusion-based molecular communication networks over LTI-Poisson channels
G Aminian, H Arjmandi, A Gohari, M Nasiri-Kenari, U Mitra
IEEE Transactions on Molecular, Biological and Multi-Scale Communications 1 …, 2015
2015
2018 Index IEEE Transactions on Molecular, Biological and Multi-Scale Communications Vol. 4
M Abbaszadeh, WKM Ahmed, ME Ahsen, BC Akdeniz, GH Alshammri, ...
S1. Shannon Theory
MA Alipour, S Salehkalaibar, G Aminian, H Ghourchian, A Gohari, ...
2015 Index IEEE Transactions on Molecular, Biological and Multi-Scale Communications Vol.
AA Adesina, RS Adve, A Ahmadzadeh, G Aminian, H Arjmandi, ...
Adsorption 76, 89, 0
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