| Conditioning and processing: Techniques to improve information-theoretic generalization bounds H Hafez-Kolahi, Z Golgooni, S Kasaei, M Soleymani Advances in Neural Information Processing Systems 33, 16457-16467, 2020 | 40 | 2020 |
| Information bottleneck and its applications in deep learning H Hafez-Kolahi, S Kasaei arXiv preprint arXiv:1904.03743, 2019 | 28 | 2019 |
| Rate-distortion analysis of minimum excess risk in Bayesian learning H Hafez-Kolahi, B Moniri, S Kasaei, MS Baghshah International Conference on Machine Learning, 3998-4007, 2021 | 9 | 2021 |
| Classifying a stream of infinite concepts: A bayesian non-parametric approach SA Hosseini, HR Rabiee, H Hafez, A Soltani-Farani Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 4 | 2014 |
| Information-Theoretic Analysis of Minimax Excess Risk H Hafez-Kolahi, B Moniri, S Kasaei IEEE Transactions on Information Theory, 2023 | 3 | 2023 |
| Do Compressed Representations Generalize Better? H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah arXiv preprint arXiv:1909.09706, 2019 | 3 | 2019 |
| Sample complexity of classification with compressed input H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah Neurocomputing 415, 286-294, 2020 | 1 | 2020 |
| Body Field: Structured Mean Field with Human Body Skeleton Model and Shifted Gaussian Edge Potentials S Ershadi-Nasab, S Kasaei, E Sanaei, E Noury, H Hafez-Kolahi Information Systems & Telecommunication, 71, 2020 | 1 | 2020 |
