Abdullah Makkeh

According to our database, Abdullah Makkeh authored at least 16 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Measure of the Complexity of Neural Representations based on Partial Information Decomposition.

David A. Ehrlich, Andreas C. Schneider, Viola Priesemann, Michael Wibral, Abdullah Makkeh

Trans. Mach. Learn. Res., 2023

Partial Information Decomposition for Continuous Variables based on Shared Exclusions: Analytical Formulation and Estimation.

David A. Ehrlich, Kyle Schick-Poland, Abdullah Makkeh, Felix Lanfermann, Patricia Wollstadt, Michael Wibral

CoRR, 2023

Infomorphic networks: Locally learning neural networks derived from partial information decomposition.

Marcel Graetz, Abdullah Makkeh, Andreas C. Schneider, David A. Ehrlich, Viola Priesemann, Michael Wibral

CoRR, 2023

From Babel to Boole: The Logical Organization of Information Decompositions.

Aaron J. Gutknecht, Abdullah Makkeh, Michael Wibral

CoRR, 2023

2022

Quantifying Reinforcement-Learning Agent's Autonomy, Reliance on Memory and Internalisation of the Environment.

Anti Ingel, Abdullah Makkeh, Oriol Corcoll, Raul Vicente

Entropy, 2022

Partial Information Decomposition Reveals the Structure of Neural Representations.

David A. Ehrlich, Andreas C. Schneider, Michael Wibral, Viola Priesemann, Abdullah Makkeh

CoRR, 2022

2021

A partial information decomposition for discrete and continuous variables.

Kyle Schick-Poland, Abdullah Makkeh, Aaron J. Gutknecht, Patricia Wollstadt, Anja Sturm, Michael Wibral

CoRR, 2021

Estimating the Unique Information of Continuous Variables.

Ari Pakman, Amin Nejatbakhsh, Dar Gilboa, Abdullah Makkeh, Luca Mazzucato, Michael Wibral, Elad Schneidman

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Partial Information Decomposition of Boolean Functions: a Fourier Analysis perspective.

Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente

CoRR, 2020

Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic.

Aaron J. Gutknecht, Michael Wibral, Abdullah Makkeh

CoRR, 2020

A differentiable measure of pointwise shared information.

Abdullah Makkeh, Aaron J. Gutknecht, Michael Wibral

CoRR, 2020

2019

MAXENT3D_PID: An Estimator for the Maximum-Entropy Trivariate Partial Information Decomposition.

Abdullah Makkeh, Daniel Chicharro, Dirk Oliver Theis, Raul Vicente

Entropy, 2019

2018

BROJA-2PID: A Robust Estimator for Bivariate Partial Information Decomposition.

Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente

Entropy, 2018

2017

Bivariate Partial Information Decomposition: The Optimization Perspective.

Abdullah Makkeh, Dirk Oliver Theis, Raul Vicente

Entropy, 2017

The Graph of the Pedigree Polytope is Asymptotically Almost Complete (Extended Abstract).

Abdullah Makkeh, Mozhgan Pourmoradnasseri, Dirk Oliver Theis

Proceedings of the Algorithms and Discrete Applied Mathematics, 2017

2016

On the Graph of the Pedigree Polytope.

Abdullah Makkeh, Mozhgan Pourmoradnasseri, Dirk Oliver Theis

CoRR, 2016