Hassan Hafez-Kolahi

According to our database, Hassan Hafez-Kolahi authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Information-Theoretic Analysis of Minimax Excess Risk.

Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei

IEEE Trans. Inf. Theory, July, 2023

2021

Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning.

Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Sample complexity of classification with compressed input.

Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah

Neurocomputing, 2020

Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds.

Hassan Hafez-Kolahi, Zeinab Golgooni, Shohreh Kasaei, Mahdieh Soleymani

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Do Compressed Representations Generalize Better?

Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah

CoRR, 2019

Information Bottleneck and its Applications in Deep Learning.

Hassan Hafez-Kolahi, Shohreh Kasaei

CoRR, 2019

Coordinated DVFS and Precision Control for Deep Neural Networks.

Seyed Morteza Nabavinejad, Hassan Hafez-Kolahi, Sherief Reda

IEEE Comput. Archit. Lett., 2019