Ponkrshnan Thiagarajan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Bayesian Learning

Decision Theory

Dempster Shafer

Convex Loss Functions

Top Venues

IEEE Trans. Medical Imaging

Publications

Ponkrshnan Thiagarajan, Trisha Sain, Susanta Ghosh
Bayesian Calibration and Uncertainty Quantification of a Rate-dependent Cohesive Zone Model for Polymer Interfaces. CoRR (2023)
Ponkrshnan Thiagarajan, Susanta Ghosh
A Jensen-Shannon Divergence Based Loss Function for Bayesian Neural Networks. CoRR (2022)
Ponkrshnan Thiagarajan, Pushkar Khairnar, Susanta Ghosh
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images. IEEE Trans. Medical Imaging 41 (4) (2022)
Pushkar Khairnar, Ponkrshnan Thiagarajan, Susanta Ghosh
A modified Bayesian Convolutional Neural Network for Breast Histopathology Image Classification and Uncertainty Quantification. CoRR (2020)