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Pradeep Kr. Banerjee

Affiliations:
  • Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany (PhD 2020)
  • Indian Institute of Technology Kharagpur, India (former)


According to our database1, Pradeep Kr. Banerjee authored at least 18 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Continuity and additivity properties of information decompositions.
[BibTeX]
[DOI]
Johannes Rauh
,
Pradeep Kr. Banerjee
,
Eckehard Olbrich
,
Guido Montúfar
,
Jürgen Jost
Int. J. Approx. Reason., October, 2023

FoSR: First-order spectral rewiring for addressing oversquashing in GNNs.
[BibTeX]
[DOI]
Kedar Karhadkar
,
Pradeep Kr. Banerjee
,
Guido Montúfar
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Learning Curves for Gaussian Process Regression with Power-Law Priors and Targets.
[BibTeX]
[DOI]
Hui Jin
,
Pradeep Kr. Banerjee
,
Guido Montúfar
Proceedings of the Tenth International Conference on Learning Representations, 2022

Oversquashing in GNNs through the lens of information contraction and graph expansion.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Kedar Karhadkar
,
Yuguang Wang
,
Uri Alon
,
Guido Montúfar
Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2021
Information Complexity and Generalization Bounds.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Guido Montúfar
Proceedings of the IEEE International Symposium on Information Theory, 2021

2020
Unique information and the Blackwell order.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
PhD thesis, 2020

The Variational Deficiency Bottleneck.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Guido Montúfar
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Unique Information and Secret Key Decompositions.
[BibTeX]
[DOI]
Johannes Rauh
,
Pradeep Kr. Banerjee
,
Eckehard Olbrich
,
Jürgen Jost
Proceedings of the IEEE International Symposium on Information Theory, 2019

2018
Computing the Unique Information.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Johannes Rauh
,
Guido Montúfar
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Unique Informations and Deficiencies.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Eckehard Olbrich
,
Jürgen Jost
,
Johannes Rauh
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Coarse-Graining and the Blackwell Order.
[BibTeX]
[DOI]
Johannes Rauh
,
Pradeep Kr. Banerjee
,
Eckehard Olbrich
,
Jürgen Jost
,
Nils Bertschinger
,
David H. Wolpert
Entropy, 2017

On Extractable Shared Information.
[BibTeX]
[DOI]
Johannes Rauh
,
Pradeep Kr. Banerjee
,
Eckehard Olbrich
,
Jürgen Jost
,
Nils Bertschinger
Entropy, 2017

2015
Synergy, Redundancy and Common Information.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Virgil Griffith
CoRR, 2015

Some new insights into information decomposition in complex systems based on common information.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
CoRR, 2015

Common Information Duality in Relation to Bounds on the Secret Key Rate.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
CoRR, 2015

A Secret Common Information Duality for Tripartite Noisy Correlations.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
Proceedings of the Security in Computing and Communications, 2015

Multipartite monotones for secure sampling by public discussion from noisy correlations.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
Proceedings of the Iran Workshop on Communication and Information Theory, 2015

Noise sensitivity of Teager-Kaiser energy operators and their ratios.
[BibTeX]
[DOI]
Pradeep Kr. Banerjee
,
Nirmal B. Chakrabarti
Proceedings of the 2015 International Conference on Advances in Computing, 2015


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