Burak Çakmak - RankMe

34 papers B 8Journal 23Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks. IEEE Trans. Inf. Theory Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire
2025	B	`conf`	Multi-Source Approximate Message Passing With Random Semi-Unitary Dictionaries. ISIT Burak Çakmak, Giuseppe Caire
2025	J	`jnl`	Sparse Regression LDPC Codes for the Block-Fading Non-Coherent SIMO Channel. CoRR Alexander Fengler, Burak Çakmak, Giuseppe Caire
2024	—	`conf`	2-Step RACH and Unsourced Massive Random Access in Cell-Free User-Centric Networks. IEEECONF Eleni Gkiouzepi, Burak Çakmak, Giuseppe Caire
2024	B	`conf`	A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification. ISIT Burak Çakmak, Yue M. Lu, Manfred Opper
2024	J	`jnl`	A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification. CoRR Burak Çakmak, Yue M. Lu, Manfred Opper
2024	—	`conf`	Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks. SPAWC Eleni Gkiouzepi, Burak Çakmak, Manfred Opper, Giuseppe Caire
2024	J	`jnl`	Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks. CoRR Eleni Gkiouzepi, Burak Çakmak, Manfred Opper, Giuseppe Caire
2024	J	`jnl`	LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness. IEEE Open J. Commun. Soc. Othmane Friha, Mohamed Amine Ferrag, Burak Kantarci, Burak Çakmak, Arda Ozgun, Nassira Ghoualmi-Zine
2024	J	`jnl`	Multi-Source Approximate Message Passing: Random Semi-Unitary Dictionaries. CoRR Burak Çakmak, Giuseppe Caire
2023	J	`jnl`	Inference in Linear Observations with Multiple Signal Sources: Analysis of Approximate Message Passing and Applications to Unsourced Random Access in Cell-Free Systems. CoRR Burak Çakmak, Eleni Gkiouzepi, Manfred Opper, Giuseppe Caire
2023	—	`conf`	Muğla Wildfires Burn Severity and Vegetation Difference Analysis with Remote Sensing Techniques. SIU Belinay Aksoy, Burak Çakmak, Nida Kumbasar
2022	J	`jnl`	Analysis of Random Sequential Message Passing Algorithms for Approximate Inference. CoRR Burak Çakmak, Yue M. Lu, Manfred Opper
2021	J	`jnl`	Exact solution to the random sequential dynamics of a message passing algorithm. CoRR Burak Çakmak, Manfred Opper
2020	J	`jnl`	A Dynamical Mean-Field Theory for Learning in Restricted Boltzmann Machines. CoRR Burak Çakmak, Manfred Opper
2020	J	`jnl`	Analysis of Bayesian Inference Algorithms by the Dynamical Functional Approach. CoRR Burak Çakmak, Manfred Opper
2020	J	`jnl`	Understanding the dynamics of message passing algorithms: a free probability heuristics. CoRR Manfred Opper, Burak Çakmak
2019	B	`conf`	Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. ISIT Burak Çakmak, Manfred Opper
2019	J	`jnl`	Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. CoRR Burak Çakmak, Manfred Opper
2018	J	`jnl`	Capacity Scaling in MIMO Systems With General Unitarily Invariant Random Matrices. IEEE Trans. Inf. Theory Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
2018	B	`conf`	Expectation Propagation for Approximate Inference: Free Probability Framework. ISIT Burak Çakmak, Manfred Opper
2018	J	`jnl`	Expectation Propagation for Approximate Inference: Free Probability Framework. CoRR Burak Çakmak, Manfred Opper
2017	J	`jnl`	Dynamical Functional Theory for Compressed Sensing. CoRR Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury
2017	B	`conf`	Dynamical functional theory for compressed sensing. ISIT Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury
2016	J	`jnl`	Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm. IEEE Signal Process. Lett. Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
2016	J	`jnl`	Self-Averaging Expectation Propagation. CoRR Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther
2015	J	`jnl`	A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices. CoRR Manfred Opper, Burak Çakmak, Ole Winther
2015	J	`jnl`	Cooperative Localization for Mobile Networks: A Distributed Belief Propagation - Mean Field Message Passing Algorithm. CoRR Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
2015	J	`jnl`	S-AMP for Non-linear Observation Models. CoRR Burak Çakmak, Ole Winther, Bernard H. Fleury
2015	B	`conf`	S-AMP for non-linear observation models. ISIT Burak Çakmak, Ole Winther, Bernard H. Fleury
2014	J	`jnl`	S-AMP: Approximate Message Passing for General Matrix Ensembles. CoRR Burak Çakmak, Ole Winther, Bernard H. Fleury
2014	B	`conf`	S-AMP: Approximate message passing for general matrix ensembles. ITW Burak Çakmak, Ole Winther, Bernard H. Fleury
2013	J	`jnl`	Beyond Multiplexing Gain in Large MIMO Systems. CoRR Burak Çakmak, Ralf R. Müller, Bernard H. Fleury
2012	B	`conf`	Channel modelling of MU-MIMO systems by quaternionic free probability. ISIT Ralf R. Müller, Burak Çakmak