| 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 | 54 | 2020 |
| Information bottleneck and its applications in deep learning H Hafez-Kolahi, S Kasaei arXiv preprint arXiv:1904.03743, 2019 | 39 | 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 | 12 | 2021 |
| Information-theoretic analysis of minimax excess risk H Hafez-Kolahi, B Moniri, S Kasaei IEEE Transactions on Information Theory 69 (7), 4659-4674, 2023 | 6 | 2023 |
| Information bottleneck and its applications in deep learning. arXiv 2019 H Hafez-Kolahi, S Kasaei arXiv preprint arXiv:1904.03743, 0 | 5 | |
| 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 |
| Sample complexity of classification with compressed input H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah Neurocomputing 415, 286-294, 2020 | 3 | 2020 |
| Do Compressed Representations Generalize Better? H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah arXiv preprint arXiv:1909.09706, 2019 | 3 | 2019 |
| 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 Journal of Information Systems and Telecommunication (JIST) 2 (30), 71, 2020 | | 2020 |
