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Hassan Hafez-Kolahi
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2020 – today
- 2023
- [j3]Hassan Hafez-Kolahi
, Behrad Moniri
Information-Theoretic Analysis of Minimax Excess Risk. IEEE Trans. Inf. Theory 69(7): 4659-4674 (2023) - 2022
- [i4]Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei:
Information-Theoretic Analysis of Minimax Excess Risk. CoRR abs/2202.07537 (2022) - 2021
- [c2]Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah:
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. ICML 2021: 3998-4007 - [i3]Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah:
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. CoRR abs/2105.04180 (2021) - 2020
- [j2]Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah:
Sample complexity of classification with compressed input. Neurocomputing 415: 286-294 (2020) - [c1]Hassan Hafez-Kolahi, Zeinab Golgooni, Shohreh Kasaei, Mahdieh Soleymani:
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds. NeurIPS 2020
2010 – 2019
- 2019
- [j1]Seyed Morteza Nabavinejad
Coordinated DVFS and Precision Control for Deep Neural Networks. IEEE Comput. Archit. Lett. 18(2): 136-140 (2019) - [i2]Hassan Hafez-Kolahi, Shohreh Kasaei:
Information Bottleneck and its Applications in Deep Learning. CoRR abs/1904.03743 (2019) - [i1]Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah:
Do Compressed Representations Generalize Better? CoRR abs/1909.09706 (2019)
Coauthor Index
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