Ali Al-Bashabsheh

Entropy, March, 2024

2023

Information Bottleneck and Aggregated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Smoothed noise contrastive mutual information neural estimation.

[BibT_eX]

[DOI]

J. Frankl. Inst., November, 2023

2022

Smoothed InfoNCE: Breaking the log N Curse without Overshooting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Agglomerative Info-Clustering: Maximizing Normalized Total Correlation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Adaptive Label Smoothing for Classifier-based Mutual Information Neural Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

On Functions of Markov Random Fields.

[BibT_eX]

[DOI]

Bernhard C. Geiger

Proceedings of the IEEE Information Theory Workshop, 2020

Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

On Information-Theoretic Characterizations of Markov Random Fields and Subfields.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Neural Entropic Estimation: A faster path to mutual information estimation.

[BibT_eX]

[DOI]

CoRR, 2019

Finding Better Web Communities in Digraphs via Max-Flow Min-Cut.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Change of Multivariate Mutual Information: From Local to Global.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

A Factor-Graph Approach to Algebraic Topology, With Applications to Kramers-Wannier Duality.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Agglomerative Info-Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Info-clustering: An efficient algorithm by network information flow.

[BibT_eX]

[DOI]

Proceedings of the 2017 Information Theory and Applications Workshop, 2017

2016

Info-Clustering: A Mathematical Theory for Data Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Mol. Biol. Multi Scale Commun., 2016

Successive Omniscience.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

On Characterizations of Markov Random Fields and Subfields.

[BibT_eX]

[DOI]

CoRR, 2016

Kramers-Wannier Duality and Factor Graphs.

[BibT_eX]

[DOI]

CoRR, 2016

Incremental and decremental secret key agreement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Duality between feature selection and data clustering.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Multivariate Mutual Information Inspired by Secret-Key Agreement.

[BibT_eX]

[DOI]

Proc. IEEE, 2015

Successive omniscience.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Symposium on Network Coding, 2015

The ising model: Kramers-Wannier duality and normal factor graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

On stochastic estimation of the partition function.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

Translation schemes and LP bounds.

[BibT_eX]

[DOI]

Terence H. Chan

Proceedings of the 13th Canadian Workshop on Information Theory, 2013

2012

Normal Factor Graphs as Probabilistic Models

[BibT_eX]

[DOI]

CoRR, 2012

2011

Normal Factor Graphs and Holographic Transformations.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Normal factor graphs: A diagrammatic approach to linear algebra.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

On Holant Theorem and Its Proof

[BibT_eX]

[DOI]

CoRR, 2010

Valiant transform of forney graphs.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Information Theory Workshop, 2010

2008

Average Throughput with Linear Network Coding over Finite Fields: The Combination Network Case.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2008

On the k-pairs problem.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007

On the Capacity Bounds of Undirected Networks.

[BibT_eX]

[DOI]