76 citations · 79 across the 5 of their papers we have counts for
5 papers
Reliable Extraction of Semantic Information and Rate of Innovation Estimation for Graph Signals
Mert Kalfa, Sadik Yagiz Yetim, Arda Atalik +6
Semantic signal processing and communications are poised to play a central part in developing the next generation of sensor devices and networks. A crucial component of a semantic…
The Price of Distributed: Rate Loss in the CEO Problem
Arda Atalik, Alper Köse, Michael Gastpar
In the distributed remote (CEO) source coding problem, many separate encoders observe independently noisy copies of an underlying source. The rate loss is the difference between th…
Towards Goal-Oriented Semantic Signal Processing: Applications and Future Challenges
Mert Kalfa, Mehmetcan Gok, Arda Atalik +3
Advances in machine learning technology have enabled real-time extraction of semantic information in signals which can revolutionize signal processing techniques and improve their…
Variations on Hammersley's interacting particle process
Arda Atalik, H. S. Melihcan Erol, Gökhan Yıldırım +1
The longest increasing subsequence problem for permutations has been studied extensively in the last fifty years. The interpretation of the longest increasing subsequence as the lo…
Differential Entropy of the Conditional Expectation under Additive Gaussian Noise
Arda Atalik, Alper Köse, Michael Gastpar
The conditional mean is a fundamental and important quantity whose applications include the theories of estimation and rate-distortion. It is also notoriously difficult to work wit…