Burak Çakmak

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Approximate Inference

Rotation Invariant

Message Passing

Top Venues

IEEE Trans. Inf. Theory

IEEE Signal Process. Lett.

Publications

Burak Çakmak, Yue M. Lu, Manfred Opper
A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification. CoRR (2024)
Belinay Aksoy, Burak Çakmak, Nida Kumbasar
Muğla Wildfires Burn Severity and Vegetation Difference Analysis with Remote Sensing Techniques. SIU (2023)
Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire
Inference in Linear Observations with Multiple Signal Sources: Analysis of Approximate Message Passing and Applications to Unsourced Random Access in Cell-Free Systems. CoRR (2023)
Burak Çakmak, Yue M. Lu, Manfred Opper
Analysis of Random Sequential Message Passing Algorithms for Approximate Inference. CoRR (2022)
Burak Çakmak, Manfred Opper
Exact solution to the random sequential dynamics of a message passing algorithm. CoRR (2021)
Manfred Opper, Burak Çakmak
Understanding the dynamics of message passing algorithms: a free probability heuristics. CoRR (2020)
Burak Çakmak, Manfred Opper
A Dynamical Mean-Field Theory for Learning in Restricted Boltzmann Machines. CoRR (2020)
Burak Çakmak, Manfred Opper
Analysis of Bayesian Inference Algorithms by the Dynamical Functional Approach. CoRR (2020)
Burak Çakmak, Manfred Opper
Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. CoRR (2019)
Burak Çakmak, Manfred Opper
Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. ISIT (2019)
Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
Capacity Scaling in MIMO Systems With General Unitarily Invariant Random Matrices. IEEE Trans. Inf. Theory 64 (5) (2018)
Burak Çakmak, Manfred Opper
Expectation Propagation for Approximate Inference: Free Probability Framework. CoRR (2018)
Burak Çakmak, Manfred Opper
Expectation Propagation for Approximate Inference: Free Probability Framework. ISIT (2018)
Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury
Dynamical Functional Theory for Compressed Sensing. CoRR (2017)
Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury
Dynamical functional theory for compressed sensing. ISIT (2017)
Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm. IEEE Signal Process. Lett. 23 (6) (2016)
Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther
Self-Averaging Expectation Propagation. CoRR (2016)
Manfred Opper, Burak Çakmak, Ole Winther
A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices. CoRR (2015)
Burak Çakmak, Ole Winther, Bernard H. Fleury
S-AMP for non-linear observation models. ISIT (2015)
Burak Çakmak, Ole Winther, Bernard H. Fleury
S-AMP for Non-linear Observation Models. CoRR (2015)
Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
Cooperative Localization for Mobile Networks: A Distributed Belief Propagation - Mean Field Message Passing Algorithm. CoRR (2015)
Burak Çakmak, Ole Winther, Bernard H. Fleury
S-AMP: Approximate message passing for general matrix ensembles. ITW (2014)
Burak Çakmak, Ole Winther, Bernard H. Fleury
S-AMP: Approximate Message Passing for General Matrix Ensembles. CoRR (2014)
Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
Beyond Multiplexing Gain in Large MIMO Systems. CoRR (2013)
Ralf R. Müller, Burak Çakmak
Channel modelling of MU-MIMO systems by quaternionic free probability. ISIT (2012)