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ORCIDBurak Çakmak
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2020 – today
- 2024
[j3]Othmane Friha
, Mohamed Amine Ferrag, Burak Kantarci, Burak Çakmak, Arda Ozgun, Nassira Ghoualmi-Zine:
LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness. IEEE Open J. Commun. Soc. 5: 5799-5856 (2024)- [c9]Burak Çakmak, Yue M. Lu, Manfred Opper:
A Convergence Analysis of Approximate Message Passing with Non-Separable Functions and Applications to Multi-Class Classification. ISIT 2024: 747-752 - [c8]Eleni Gkiouzepi, Burak Çakmak, Manfred Opper, Giuseppe Caire:
Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks. SPAWC 2024: 151-155 - [i18]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 abs/2402.08676 (2024) - [i17]Eleni Gkiouzepi, Burak Çakmak, Manfred Opper, Giuseppe Caire:
Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks. CoRR abs/2408.08045 (2024) - [i16]Burak Çakmak, Giuseppe Caire:
Multi-Source Approximate Message Passing: Random Semi-Unitary Dictionaries. CoRR abs/2410.13021 (2024) - 2023
- [c7]Belinay Aksoy, Burak Çakmak, Nida Kumbasar:
Muğla Wildfires Burn Severity and Vegetation Difference Analysis with Remote Sensing Techniques. SIU 2023: 1-4 - [i15]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 abs/2304.12290 (2023) - 2022
- [i14]Burak Çakmak, Yue M. Lu, Manfred Opper:
Analysis of Random Sequential Message Passing Algorithms for Approximate Inference. CoRR abs/2202.08198 (2022) - 2021
- [i13]Burak Çakmak, Manfred Opper:
Exact solution to the random sequential dynamics of a message passing algorithm. CoRR abs/2101.01571 (2021) - 2020
- [i12]Burak Çakmak, Manfred Opper:
Analysis of Bayesian Inference Algorithms by the Dynamical Functional Approach. CoRR abs/2001.04918 (2020) - [i11]Manfred Opper, Burak Çakmak:
Understanding the dynamics of message passing algorithms: a free probability heuristics. CoRR abs/2002.02533 (2020) - [i10]Burak Çakmak, Manfred Opper:
A Dynamical Mean-Field Theory for Learning in Restricted Boltzmann Machines. CoRR abs/2005.01560 (2020)
2010 – 2019
- 2019
- [c6]Burak Çakmak, Manfred Opper:
Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. ISIT 2019: 1297-1301 - [i9]Burak Çakmak, Manfred Opper:
Convergent Dynamics for Solving the TAP Equations of Ising Models with Arbitrary Rotation Invariant Coupling Matrices. CoRR abs/1901.08583 (2019) - 2018
- [j2]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): 3825-3841 (2018) - [c5]Burak Çakmak, Manfred Opper:
Expectation Propagation for Approximate Inference: Free Probability Framework. ISIT 2018: 1276-1280 - [i8]Burak Çakmak, Manfred Opper:
Expectation Propagation for Approximate Inference: Free Probability Framework. CoRR abs/1801.05411 (2018) - 2017
- [c4]Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury:
Dynamical functional theory for compressed sensing. ISIT 2017: 2143-2147 - [i7]Burak Çakmak, Manfred Opper, Ole Winther, Bernard H. Fleury:
Dynamical Functional Theory for Compressed Sensing. CoRR abs/1705.04284 (2017) - 2016
- [j1]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): 828-832 (2016) - [i6]Burak Çakmak, Manfred Opper, Bernard H. Fleury, Ole Winther:
Self-Averaging Expectation Propagation. CoRR abs/1608.06602 (2016) - 2015
- [c3]Burak Çakmak, Ole Winther, Bernard H. Fleury:
S-AMP for non-linear observation models. ISIT 2015: 2807-2811 - [i5]Burak Çakmak, Ole Winther, Bernard H. Fleury:
S-AMP for Non-linear Observation Models. CoRR abs/1501.06216 (2015) - [i4]Manfred Opper, Burak Çakmak, Ole Winther:
A Theory of Solving TAP Equations for Ising Models with General Invariant Random Matrices. CoRR abs/1509.01229 (2015) - [i3]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 abs/1512.07782 (2015) - 2014
- [c2]Burak Çakmak, Ole Winther, Bernard H. Fleury:
S-AMP: Approximate message passing for general matrix ensembles. ITW 2014: 192-196 - [i2]Burak Çakmak, Ole Winther, Bernard H. Fleury:
S-AMP: Approximate Message Passing for General Matrix Ensembles. CoRR abs/1405.2767 (2014) - 2013
- [i1]Burak Çakmak, Ralf R. Müller, Bernard H. Fleury:
Beyond Multiplexing Gain in Large MIMO Systems. CoRR abs/1306.2595 (2013) - 2012
- [c1]Ralf R. Müller, Burak Çakmak:
Channel modelling of MU-MIMO systems by quaternionic free probability. ISIT 2012: 2656-2660
Coauthor Index
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