| FoSR: First-order spectral rewiring for addressing oversquashing in GNNs K Karhadkar, PK Banerjee, G Montúfar International Conference on Learning Representations 2023, 2022 | 57 | 2022 |
| Oversquashing in GNNs through the lens of information contraction and graph expansion PK Banerjee, K Karhadkar, YG Wang, U Alon, G Montúfar 2022 58th Annual Allerton Conference on Communication, Control, and …, 2022 | 49 | 2022 |
| Unique informations and deficiencies PK Banerjee, E Olbrich, J Jost, J Rauh 2018 56th Annual Allerton Conference on Communication, Control, and …, 2018 | 33 | 2018 |
| On extractable shared information J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger Entropy 19 (7), 328, 2017 | 33 | 2017 |
| Computing the unique information PK Banerjee, J Rauh, G Montúfar 2018 IEEE International Symposium on Information Theory (ISIT), 141-145, 2018 | 32 | 2018 |
| Coarse-graining and the Blackwell order J Rauh, PK Banerjee, E Olbrich, J Jost, N Bertschinger, D Wolpert Entropy 19 (10), 527, 2017 | 21 | 2017 |
| Information complexity and generalization bounds PK Banerjee, G Montúfar 2021 IEEE International Symposium on Information Theory (ISIT), 676-681, 2021 | 17 | 2021 |
| Noise sensitivity of Teager-Kaiser energy operators and their ratios PK Banerjee, NB Chakrabarti 2015 International Conference on Advances in Computing, Communications and …, 2015 | 17 | 2015 |
| Learning curves for Gaussian process regression with power-law priors and targets H Jin, PK Banerjee, G Montúfar International Conference on Learning Representations 2022, 2021 | 15 | 2021 |
| The variational deficiency bottleneck PK Banerjee, G Montúfar 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 13 | 2020 |
| Synergy, redundancy and common information PK Banerjee, V Griffith arXiv preprint arXiv:1509.03706, 2015 | 12 | 2015 |
| 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 | 10 | 2019 |
| Continuity and Additivity Properties of Information Decompositions J Rauh, PK Banerjee, E Olbrich, G Montúfar, J Jost International Journal of Approximate Reasoning, 2023, 2022 | 4 | 2022 |
| A secret common information duality for tripartite noisy correlations PK Banerjee Security in Computing and Communications: Third International Symposium …, 2015 | 1 | 2015 |
| PAC-Bayes and Information Complexity PK Banerjee, G Montúfar 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 Montúfar 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 |