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Pradeep Kr. Banerjee
Pradeep Kr. Banerjee
MPI MiS
Verified email at mis.mpg.de - Homepage
Title
Cited by
Cited by
Year
On extractable shared information
J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger
Entropy 19 (7), 328, 2017
282017
Unique informations and deficiencies
PK Banerjee, E Olbrich, J Jost, J Rauh
2018 56th Annual Allerton Conference on Communication, Control, andá…, 2018
242018
Computing the unique information
PK Banerjee, J Rauh, G Mont˙far
2018 IEEE International Symposium on Information Theory (ISIT), 141-145, 2018
242018
Coarse-graining and the Blackwell order
J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger, D Wolpert
Entropy 19 (10), 527, 2017
162017
Noise sensitivity of Teager-Kaiser energy operators and their ratios
PK Banerjee, NB Chakrabarti
2015 International Conference on Advances in Computing, Communications andá…, 2015
142015
Synergy, redundancy and common information
PK Banerjee, V Griffith
arXiv preprint arXiv:1509.03706, 2015
122015
The variational deficiency bottleneck
PK Banerjee, G Mont˙far
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
82020
Oversquashing in GNNs through the lens of information contraction and graph expansion
PK Banerjee, K Karhadkar, YG Wang, U Alon, G Mont˙far
2022 58th Annual Allerton Conference on Communication, Control, andá…, 2022
72022
Unique information and secret key decompositions
J Rauh, PK Banerjee, E Olbrich, J Jost
2019 IEEE International Symposium on Information Theory (ISIT), 3042-3046, 2019
72019
Synergy, redundancy, and common information. arXiv 2015
PK Banerjee, V Griffith
arXiv preprint arXiv:1509.03706, 0
7
Learning curves for Gaussian process regression with power-law priors and targets
H Jin, PK Banerjee, G Mont˙far
International Conference on Learning Representations 2022, 2021
62021
Information complexity and generalization bounds
PK Banerjee, G Mont˙far
2021 IEEE International Symposium on Information Theory (ISIT), 676-681, 2021
62021
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs
K Karhadkar, PK Banerjee, G Mont˙far
International Conference on Learning Representations 2023, 2022
42022
Continuity and Additivity Properties of Information Decompositions
J Rauh, PK Banerjee, E Olbrich, G Mont˙far, J Jost
The 12th Workshop on Uncertainty Processing (WUPES), 2022
12022
A secret common information duality for tripartite noisy correlations
PK Banerjee
Security in Computing and Communications: Third International Symposiumá…, 2015
12015
PAC-Bayes and Information Complexity
PK Banerjee, G Mont˙far
Neural Compression Workshop @ ICLR 2021, 2021
2021
Power-law asymptotics of the generalization error for GP regression under power-law priors and targets
H Jin, PK Banerjee, G Mont˙far
NeurIPS Bayesian Deep Learning Workshop 2021, 2021
2021
Multipartite Monotones for Secure Sampling by Public Discussion From Noisy Correlations
PK Banerjee
http://arxiv.org/abs/1502.05773, 2015
2015
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Articles 1–18