Hassan Hafez-Kolahi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Kernel Machines

Theoretic Analysis

Number Of Irrelevant Features

Top Venues

IEEE Trans. Inf. Theory

IEEE Comput. Archit. Lett.

Publications

Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei
Information-Theoretic Analysis of Minimax Excess Risk. IEEE Trans. Inf. Theory 69 (7) (2023)
Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei
Information-Theoretic Analysis of Minimax Excess Risk. CoRR (2022)
Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. CoRR (2021)
Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. ICML (2021)
Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah
Sample complexity of classification with compressed input. Neurocomputing 415 (2020)
Hassan Hafez-Kolahi, Zeinab Golgooni, Shohreh Kasaei, Mahdieh Soleymani
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds. NeurIPS (2020)
Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah
Do Compressed Representations Generalize Better? CoRR (2019)
Hassan Hafez-Kolahi, Shohreh Kasaei
Information Bottleneck and its Applications in Deep Learning. CoRR (2019)
Seyed Morteza Nabavinejad, Hassan Hafez-Kolahi, Sherief Reda
Coordinated DVFS and Precision Control for Deep Neural Networks. IEEE Comput. Archit. Lett. 18 (2) (2019)