Shubham, Kumar

4 publications

TMLR 2026 An Efficient Subset Selection Strategy Using Text-Guided Data Attribution to Mitigate Simplicity Bias Kumar Shubham, Pranav Sastry, Prathosh Ap

UAI 2024 Bayesian Pseudo-Coresets via Contrastive Divergence Piyush Tiwary, Kumar Shubham, Vivek V. Kashyap, A. P. Prathosh

AAAI 2024 Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham, Pranav Sastry, Prathosh Ap

ICML 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer Kumar Shubham, Aishwarya Jayagopal, Syed Mohammed Danish, Prathosh Ap, Vaibhav Rajan