Research Associates

Dr. Burak Cakmak

Contact

Email: burak.cakmak@tu-berlin.de
Phone: +49 30 314-75729
Office: HFT
Affiliation: —

Profile

Research interests: —
ORCID: 0000-0001-5089-8873
Google Scholar: —
Personal website: —
TU Berlin vCard: tu.berlin/vcard

Publications

See all 31 →

Capacity-Region-Achieving Sparse Regression Codes for MIMO Multiple-Access Channels
Hao Yan, Lei Liu, Yuhao Liu, Burak Çakmak, Giuseppe Caire
ArXiv.org · 2026
arXiv BibTeX
Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks
Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire
IEEE Transactions on Information Theory · 2025· 12 citations
IEEE Xplore BibTeX
Multi-Source Approximate Message Passing With Random Semi-Unitary Dictionaries
Burak Çakmak, Giuseppe Caire
IEEE International Symposium on Information Theory, ISIT 2025, Ann Arbor, MI, USA, June 22-27, 2025 · 2025· 1 citations
IEEE Xplore BibTeX
Sparse Regression LDPC Codes for the Block-Fading Non-Coherent SIMO Channel
Alexander Fengler, Burak Çakmak, Giuseppe Caire
ArXiv.org · 2025
arxiv.org arxiv.org BibTeX
LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness
Othmane Friha, Mohamed Amine Ferrag, Burak Kantarcı, Burak Çakmak, Arda Ozgun, Nacira Ghoualmi‐Zine
IEEE Open Journal of the Communications Society · 2024· 119 citations
IEEE Xplore BibTeX
A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification
Burak Çakmak, Yue Lu, Manfred Opper
arXiv (Cornell University) · 2024· 1 citations
IEEE Xplore BibTeX
Multi-Source Approximate Message Passing with Random Semi-Unitary Dictionaries
Burak Çakmak, Giuseppe Caire
arXiv (Cornell University) · 2024· 1 citations
arxiv.org BibTeX
2-Step RACH and Unsourced Massive Random Access in Cell-Free User-Centric Networks
Eleni Gkiouzepi, Burak Çakmak, Giuseppe Caire
58th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, October 27-30, 2024 · 2024· 1 citations
IEEE Xplore BibTeX
Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks
Eleni Gkiouzepi, Burak Çakmak, Manfred Opper, Giuseppe Caire
arXiv (Cornell University) · 2024
IEEE Xplore BibTeX
Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks
Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire
arXiv (Cornell University) · 2023· 1 citations
arxiv.org arxiv.org BibTeX
Analysis of random sequential message passing algorithms for approximate inference
Burak Çakmak, Yue M. Lu, Manfred Opper
Journal of Statistical Mechanics Theory and Experiment · 2022
arxiv.org BibTeX
Exact solution to the random sequential dynamics of a message passing algorithm
Burak Çakmak, Manfred Opper
Physical review. E · 2021· 5 citations
link.aps.org BibTeX
Understanding the Dynamics of Message Passing Algorithms: A Free Probability Heuristics
Manfred Opper, Burak Çakmak
Acta Physica Polonica B · 2020· 1 citations
DOI BibTeX
Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices
Burak Çakmak, Manfred Opper
2019· 1 citations
arxiv.org BibTeX
Memory-free dynamics for the Thouless-Anderson-Palmer equations of Ising models with arbitrary rotation-invariant ensembles of random coupling matrices
Burak Çakmak, Manfred Opper
Physical review. E · 2019· 23 citations
arxiv.org BibTeX
Capacity Scaling in MIMO Systems With General Unitarily Invariant Random Matrices
Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
IEEE Transactions on Information Theory · 2018
arxiv.org BibTeX
Expectation Propagation for Approximate Inference: Free Probability Framework
Burak Çakmak, Manfred Opper
2018· 16 citations
arxiv.org BibTeX
Expectation Propagation for Approximate Inference: Free Probability\n Framework
Burak Çakmak, Manfred Opper
arXiv (Cornell University) · 2018
arxiv.org BibTeX
Dynamical functional theory for compressed sensing
Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury
2017· 6 citations
vbn.aau.dk BibTeX
Random Matrices for Information Processing
Burak Çakmak
VBN Forskningsportal (Aalborg Universitet) · 2017
vbn.aau.dk BibTeX
A theory of solving TAP equations for Ising models with general invariant random matrices
Manfred Opper, Burak Çakmak, Ole Winther
Journal of Physics A Mathematical and Theoretical · 2016· 58 citations
vbn.aau.dk BibTeX
Self-Averaging Expectation Propagation
Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther
VBN Forskningsportal (Aalborg Universitet) · 2016· 7 citations
vbn.aau.dk BibTeX
S-AMP for Non-linear Observation Models
Burak Çakmak, Ole Winther, Bernard H. Fleury
arXiv (Cornell University) · 2015· 3 citations
IEEE Xplore BibTeX
S-AMP: Approximate message passing for general matrix ensembles
Burak Çakmak, Ole Winther, Bernard H. Fleury
2014· 33 citations
arxiv.org BibTeX
Biotrade designer's toolkit 3 :
Burak Çakmak
2014
PDF BibTeX
Information Theory Workshop (ITW), 2014 IEEE
Burak Çakmak, Ole Winther, Bernard H. Fleury
2014· 16 citations
OpenAlex BibTeX
Capacity Scaling in MIMO Systems with General Unitarily Invariant Random\n Matrices
Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
arXiv (Cornell University) · 2013
arxiv.org BibTeX
Beyond Multiplexing Gain in Large MIMO Systems
Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
VBN Forskningsportal (Aalborg Universitet) · 2013
PDF BibTeX
Non-Hermitian Random Matrix Theory for MIMO Channels
Burak Çakmak
BIBSYS Brage (BIBSYS (Norway)) · 2012· 4 citations
hdl.handle.net BibTeX
Channel modelling of MU-MIMO systems by quaternionic free probability
Ralf R. Müller, Burak Çakmak
2012· 9 citations
IEEE Xplore BibTeX
ECOC'00, Munich
R Varrazza, A Wonfor, Siyuan Yu, Burak Çakmak, RV Penty, I. D. White
2000· 1 citations
OpenAlex BibTeX

Contact

Profile

Publications

Capacity-Region-Achieving Sparse Regression Codes for MIMO Multiple-Access Channels

Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks

Multi-Source Approximate Message Passing With Random Semi-Unitary Dictionaries

Sparse Regression LDPC Codes for the Block-Fading Non-Coherent SIMO Channel

LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness

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

Multi-Source Approximate Message Passing with Random Semi-Unitary Dictionaries

2-Step RACH and Unsourced Massive Random Access in Cell-Free User-Centric Networks

Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks

Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks

Analysis of random sequential message passing algorithms for approximate inference

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

Understanding the Dynamics of Message Passing Algorithms: A Free Probability Heuristics

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

Memory-free dynamics for the Thouless-Anderson-Palmer equations of Ising models with arbitrary rotation-invariant ensembles of random coupling matrices

Capacity Scaling in MIMO Systems With General Unitarily Invariant Random Matrices

Expectation Propagation for Approximate Inference: Free Probability Framework

Expectation Propagation for Approximate Inference: Free Probability\n Framework

Dynamical functional theory for compressed sensing

Random Matrices for Information Processing

A theory of solving TAP equations for Ising models with general invariant random matrices

Self-Averaging Expectation Propagation

S-AMP for Non-linear Observation Models

S-AMP: Approximate message passing for general matrix ensembles

Biotrade designer's toolkit 3 :

Information Theory Workshop (ITW), 2014 IEEE

Capacity Scaling in MIMO Systems with General Unitarily Invariant Random\n Matrices

Beyond Multiplexing Gain in Large MIMO Systems

Non-Hermitian Random Matrix Theory for MIMO Channels

Channel modelling of MU-MIMO systems by quaternionic free probability

ECOC'00, Munich