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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
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs
K Karhadkar, PK Banerjee, G Mont˙far
International Conference on Learning Representations 2023, 2022
462022
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
402022
On extractable shared information
J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger
Entropy 19 (7), 328, 2017
332017
Computing the unique information
PK Banerjee, J Rauh, G Mont˙far
2018 IEEE International Symposium on Information Theory (ISIT), 141-145, 2018
312018
Unique informations and deficiencies
PK Banerjee, E Olbrich, J Jost, J Rauh
2018 56th Annual Allerton Conference on Communication, Control, andá…, 2018
302018
Coarse-graining and the Blackwell order
J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger, D Wolpert
Entropy 19 (10), 527, 2017
212017
Information complexity and generalization bounds
PK Banerjee, G Mont˙far
2021 IEEE International Symposium on Information Theory (ISIT), 676-681, 2021
162021
Noise sensitivity of Teager-Kaiser energy operators and their ratios
PK Banerjee, NB Chakrabarti
2015 International Conference on Advances in Computing, Communications andá…, 2015
152015
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
142021
The variational deficiency bottleneck
PK Banerjee, G Mont˙far
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
132020
Synergy, redundancy and common information
PK Banerjee, V Griffith
arXiv preprint arXiv:1509.03706, 2015
122015
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
102019
Continuity and Additivity Properties of Information Decompositions
J Rauh, PK Banerjee, E Olbrich, G Mont˙far, J Jost
International Journal of Approximate Reasoning, 2023, 2022
42022
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
2015 Iran Workshop on Communication and Information Theory (IWCIT), 2015
2015
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Articles 1–17