Puja Sahu

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 4

Top Topics

Hyperparameters

Cross Validation

Image Restoration

Regularization Parameter

Top Venues

Publications

Puja Sahu, Nandyala Hemachandra
Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure. CoRR (2020)
Puja Sahu, Nandyala Hemachandra
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. ACML (2019)
Puja Sahu, Nandyala Hemachandra
Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. CoRR (2019)
Puja Sahu, Nandyala Hemachandra
Some new PAC-Bayesian bounds and their use in selection of regularization parameter for linear SVMs. COMAD/CODS (2018)
Nandyala Hemachandra, Puja Sahu
A Geometric Viewpoint of the Selection of the Regularization Parameter in Some Support Vector Machines. MIKE (2015)