| 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 | 76* | 2015 |
| 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 | 50 | 2015 |
| 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 | 34* | 2021 |
| 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, 2021 | 26 | 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 | 23 | 2018 |
| 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 | 19 | 2018 |
| 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 | 15* | 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 | 15 | 2016 |
| 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 | 14 | 2022 |
| 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), 682-687, 2021 | 14 | 2021 |
| 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 | 11 | 2022 |
| 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 | 10 | 2022 |
| Information-theoretic Characterizations of Generalization Error for the Gibbs Algorithm G Aminian, Y Bu, L Toni, MRD Rodrigues, GW Wornell arXiv preprint arXiv:2210.09864, 2022 | 5 | 2022 |
| Learning algorithm generalization error bounds via auxiliary distributions G Aminian, S Masiha, L Toni, MRD Rodrigues arXiv preprint arXiv:2210.00483, 2022 | 3 | 2022 |
| On the Generalization Error of Meta Learning for the Gibbs Algorithm Y Bu, HV Tetali, G Aminian, M Rodrigues, G Wornell arXiv preprint arXiv:2304.14332, 2023 | 2 | 2023 |
| How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? H He, G Aminian, Y Bu, M Rodrigues, VYF Tan International Conference on Artificial Intelligence and Statistics, 8494-8520, 2023 | 2 | 2023 |
| Mean-field Analysis of Generalization Errors G Aminian, SN Cohen, Ł Szpruch arXiv preprint arXiv:2306.11623, 2023 | 1 | 2023 |
| On Neural Networks Fitting, Compression, and Generalization Behavior via Information-Bottleneck-like Approaches Z Lyu, G Aminian, MRD Rodrigues Entropy 25 (7), 1063, 2023 | | 2023 |
| 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 |
Masoumeh Nasiri-KenariSharif University of TechnologyVerified email at sharif.edu
