Abdullah Makkeh

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Continuous Variables

Class Conditional

Partial Information

Top Venues

Trans. Mach. Learn. Res.

Publications

Aaron J. Gutknecht, Abdullah Makkeh, Michael Wibral
From Babel to Boole: The Logical Organization of Information Decompositions. CoRR (2023)
David A. Ehrlich, Kyle Schick-Poland, Abdullah Makkeh, Felix Lanfermann, Patricia Wollstadt, Michael Wibral
Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation. CoRR (2023)
Marcel Graetz, Abdullah Makkeh, Andreas C. Schneider, David A. Ehrlich, Viola Priesemann, Michael Wibral
Infomorphic networks: Locally learning neural networks derived from partial information decomposition. CoRR (2023)
David A. Ehrlich, Andreas C. Schneider, Viola Priesemann, Michael Wibral, Abdullah Makkeh
A Measure of the Complexity of Neural Representations based on Partial Information Decomposition. Trans. Mach. Learn. Res. 2023 (2023)
David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh
Partial Information Decomposition Reveals the Structure of Neural Representations. CoRR (2022)
Anti Ingel, Abdullah Makkeh, Oriol Corcoll, Raul Vicente
Quantifying Reinforcement-Learning Agent's Autonomy, Reliance on Memory and Internalisation of the Environment. Entropy 24 (3) (2022)
Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, Michael Wibral
A partial information decomposition for discrete and continuous variables. CoRR (2021)
Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman
Estimating the Unique Information of Continuous Variables. NeurIPS (2021)
Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh
Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic. CoRR (2020)
Abdullah Makkeh, Aaron J. Gutknecht, Michael Wibral
A differentiable measure of pointwise shared information. CoRR (2020)
Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente
Partial Information Decomposition of Boolean Functions: a Fourier Analysis perspective. CoRR (2020)
Abdullah Makkeh, Daniel Chicharro, Dirk Oliver Theis, Raul Vicente
MAXENT3D_PID: An Estimator for the Maximum-Entropy Trivariate Partial Information Decomposition. Entropy 21 (9) (2019)
Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente
BROJA-2PID: A Robust Estimator for Bivariate Partial Information Decomposition. Entropy 20 (4) (2018)
Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente
Bivariate Partial Information Decomposition: The Optimization Perspective. Entropy 19 (10) (2017)
Abdullah Makkeh, Mozhgan Pourmoradnasseri, Dirk Oliver Theis
The Graph of the Pedigree Polytope is Asymptotically Almost Complete (Extended Abstract). CALDAM (2017)
Abdullah Makkeh, Mozhgan Pourmoradnasseri, Dirk Oliver Theis
On the Graph of the Pedigree Polytope. CoRR (2016)
Abdullah Makkeh, Mozhgan Pourmoradnasseri, Dirk Oliver Theis
The Graph of the Pedigree Polytope is Asymptotically Almost Complete (Extended Abstract). CoRR (2016)