2 papers
cs.IT2021
Algorithms for the Communication of Samples
Lucas Theis, Noureldin Yosri
The efficient communication of noisy data has applications in several areas of machine learning, such as neural compression or differential privacy, and is also known as reverse ch…
cs.AI2020
Graph Minors Meet Machine Learning: the Power of Obstructions
Faisal N. Abu-Khzam, Mohamed Mahmoud Abd El-Wahab, Noureldin Yosri
Computational intractability has for decades motivated the development of a plethora of methodologies that mainly aimed at a quality-time trade-off. The use of Machine Learning tec…