Pradeep Kr. Banerjee

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 22

Top Topics

Gaussian Process

Noise Sensitivity

Learning Curves

Shared Information

Top Venues

Publications

Kedar Karhadkar, Pradeep Kr. Banerjee, Guido Montúfar
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs. ICLR (2023)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Guido Montúfar, Jürgen Jost
Continuity and additivity properties of information decompositions. Int. J. Approx. Reason. 161 (2023)
Pradeep Kr. Banerjee, Kedar Karhadkar, Yu Guang Wang, Uri Alon, Guido Montúfar
Oversquashing in GNNs through the lens of information contraction and graph expansion. CoRR (2022)
Kedar Karhadkar, Pradeep Kr. Banerjee, Guido Montúfar
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs. CoRR (2022)
Pradeep Kr. Banerjee, Kedar Karhadkar, Yuguang Wang, Uri Alon, Guido Montúfar
Oversquashing in GNNs through the lens of information contraction and graph expansion. Allerton (2022)
Hui Jin, Pradeep Kr. Banerjee, Guido Montúfar
Learning Curves for Gaussian Process Regression with Power-Law Priors and Targets. ICLR (2022)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Guido Montúfar, Jürgen Jost
Continuity and Additivity Properties of Information Decompositions. CoRR (2022)
Pradeep Kr. Banerjee, Guido Montúfar
Information Complexity and Generalization Bounds. ISIT (2021)
Hui Jin, Pradeep Kr. Banerjee, Guido Montúfar
Learning curves for Gaussian process regression with power-law priors and targets. CoRR (2021)
Pradeep Kr. Banerjee, Guido Montúfar
Information Complexity and Generalization Bounds. CoRR (2021)
Pradeep Kr. Banerjee, Guido Montúfar
The Variational Deficiency Bottleneck. IJCNN (2020)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost
Unique Information and Secret Key Decompositions. ISIT (2019)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost
Unique Information and Secret Key Decompositions. CoRR (2019)
Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Johannes Rauh
Unique Informations and Deficiencies. Allerton (2018)
Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Johannes Rauh
Unique Informations and Deficiencies. CoRR (2018)
Pradeep Kr. Banerjee, Johannes Rauh, Guido Montúfar
Computing the Unique Information. ISIT (2018)
Pradeep Kr. Banerjee, Guido Montúfar
The Variational Deficiency Bottleneck. CoRR (2018)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Nils Bertschinger
On Extractable Shared Information. Entropy 19 (7) (2017)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Nils Bertschinger, David H. Wolpert
Coarse-graining and the Blackwell order. CoRR (2017)
Pradeep Kr. Banerjee, Johannes Rauh, Guido Montúfar
Computing the Unique Information. CoRR (2017)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Nils Bertschinger, David H. Wolpert
Coarse-Graining and the Blackwell Order. Entropy 19 (10) (2017)
Johannes Rauh, Pradeep Kr. Banerjee, Eckehard Olbrich, Jürgen Jost, Nils Bertschinger
On extractable shared information. CoRR (2017)
Pradeep Kr. Banerjee, Nirmal B. Chakrabarti
Noise Sensitivity of Teager-Kaiser Energy Operators and Their Ratios. CoRR (2015)
Pradeep Kr. Banerjee
A Secret Common Information Duality for Tripartite Noisy Correlations. SSCC (2015)
Pradeep Kr. Banerjee
Some new insights into information decomposition in complex systems based on common information. CoRR (2015)
Pradeep Kr. Banerjee, Virgil Griffith
Synergy, Redundancy and Common Information. CoRR (2015)
Pradeep Kr. Banerjee
Common Information Duality in Relation to Bounds on the Secret Key Rate. CoRR (2015)
Pradeep Kr. Banerjee, Nirmal B. Chakrabarti
Noise sensitivity of Teager-Kaiser energy operators and their ratios. ICACCI (2015)
Pradeep Kr. Banerjee
Multipartite monotones for secure sampling by public discussion from noisy correlations. IWCIT (2015)
Pradeep Kr. Banerjee
Multipartite Monotones for Secure Sampling by Public Discussion From Noisy Correlations. CoRR (2015)