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Hassan Hafez-Kolahi
Hassan Hafez-Kolahi
Geverifieerd e-mailadres voor ce.sharif.edu
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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
482020
Information bottleneck and its applications in deep learning
H Hafez-Kolahi, S Kasaei
arXiv preprint arXiv:1904.03743, 2019
332019
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
92021
Information-Theoretic Analysis of Minimax Excess Risk
H Hafez-Kolahi, B Moniri, S Kasaei
IEEE Transactions on Information Theory, 2023
42023
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
42014
Do Compressed Representations Generalize Better?
H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah
arXiv preprint arXiv:1909.09706, 2019
32019
Sample complexity of classification with compressed input
H Hafez-Kolahi, S Kasaei, M Soleymani-Baghshah
Neurocomputing 415, 286-294, 2020
22020
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
12020
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Artikelen 1–8