Burak Çakmak

According to our database, Burak Çakmak authored at least 19 papers between 2012 and 2024.

Collaborative distances:

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

2024

A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification.

Burak Çakmak, Yue M. Lu, Manfred Opper

CoRR, 2024

2023

Inference in Linear Observations with Multiple Signal Sources: Analysis of Approximate Message Passing and Applications to Unsourced Random Access in Cell-Free Systems.

Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire

CoRR, 2023

Muğla Wildfires Burn Severity and Vegetation Difference Analysis with Remote Sensing Techniques.

Belinay Aksoy, Burak Çakmak, Nida Kumbasar

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

Analysis of Random Sequential Message Passing Algorithms for Approximate Inference.

Burak Çakmak, Yue M. Lu, Manfred Opper

CoRR, 2022

2021

Exact solution to the random sequential dynamics of a message passing algorithm.

Burak Çakmak, Manfred Opper

CoRR, 2021

2020

A Dynamical Mean-Field Theory for Learning in Restricted Boltzmann Machines.

Burak Çakmak, Manfred Opper

CoRR, 2020

Understanding the dynamics of message passing algorithms: a free probability heuristics.

Manfred Opper, Burak Çakmak

CoRR, 2020

Analysis of Bayesian Inference Algorithms by the Dynamical Functional Approach.

Burak Çakmak, Manfred Opper

CoRR, 2020

2019

Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices.

Burak Çakmak, Manfred Opper

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Capacity Scaling in MIMO Systems With General Unitarily Invariant Random Matrices.

Burak Çakmak, Ralf R. Müller, Bernard H. Fleury

IEEE Trans. Inf. Theory, 2018

Expectation Propagation for Approximate Inference: Free Probability Framework.

Burak Çakmak, Manfred Opper

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Dynamical functional theory for compressed sensing.

Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm.

Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch

IEEE Signal Process. Lett., 2016

Self-Averaging Expectation Propagation.

Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther

CoRR, 2016

2015

A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices.

Manfred Opper, Burak Çakmak, Ole Winther

CoRR, 2015

S-AMP for non-linear observation models.

Burak Çakmak, Ole Winther, Bernard H. Fleury

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

S-AMP: Approximate message passing for general matrix ensembles.

Burak Çakmak, Ole Winther, Bernard H. Fleury

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

2013

Beyond Multiplexing Gain in Large MIMO Systems.

Burak Çakmak, Ralf R. Müller, Bernard H. Fleury

CoRR, 2013

2012

Channel modelling of MU-MIMO systems by quaternionic free probability.

Ralf R. Müller, Burak Çakmak

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012