Publications (Google Scholar Profile)

WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer
Kumar Shubham, Aishwarya Jayagopal, Syed Danish, Prathosh AP · Vaibhav Rajan
International Conference on Macine Learning(ICML). 2024

Fusing Conditional Submodular GAN and Programmatic Weak Supervision
Kumar Shubham, Pranav Sastry, AP Prathosh
AAAI(Main Track). 2024

Bayesian Pseudo-Coresets via Contrastive Divergence
Piyush Tiwary, Kumar Shubham, Vivek Kashyap, Prathosh AP
Uncertainty in Artificial Intelligence (UAI). 2024

A deepfake-based study on facial expressiveness and social outcomes
Laetitia A Renier, Kumar Shubham, Rahil Satyanarayan Vijay, Swasti Shreya Mishra, Emmanuelle P Kleinlogel, Dinesh Babu Jayagopi, Marianne Schmid Mast
Scientific Report, Nature Portfolio. 2023

Hybrid Unsupervised and Supervised Multitask Learning For Speech Recognition in Low Resource Languages
K.M Srinivasa Raghavan, Kumar Shubham
Workshop on Machine Learning in Speech and Language Processing(MLSLP), Interspeech. 2021.

Learning a Deep Reinforcement Learning Policy Over the Latent Space of a Pre-trained GAN for Semantic Age Manipulation
Kumar Shubham, Gopalakrishnan Venkatesh, Reijul Sachdev, Akshi, Dinesh Babu Jayagopi, G. Srinivasaraghavan
International Joint Conference on Neural Network(IJCNN) . 2021.

Conventional and Non-conventional Job Interviewing Methods: A Comparative Study in Two Countries
Kumar Shubham, Emmanuelle Patricia Kleinlogel, Anaïs Butera, Marianne Schmid Mast Dinesh Babu Jayagopi
Conference : International Conference on Multimodal Interaction(ICMI). 2020.

A regularization on Lagrangian twin support vector regression
Muhammad Tanveer, Kumar Shubham
Journal : International Journal of Machine Learning and Cybernetics. 2017. impact factor : 3.6 (2023).

Smooth twin support vector machines via unconstrained convex minimization
Muhammad Tanveer, Kumar Shubham
Journal : Filomat. 2017. impact factor : 0.988 (2021).

An efficient regularized K-nearest neighbor based weighted twin support vector regression
Muhammad Tanveer, Kumar Shubham, Mujahed Aldhaifallah, SS Ho
Journal : Knowledge-Based Systems. 2016. impact factor : 7.2 (2024).

An efficient implicit regularized Lagrangian twin support vector regression
Muhammad Tanveer, Kumar Shubham, Mujahed Aldhaifallah, KS Nisar
Journal : Applied intelligence . 2016. impact factor : 5.3 (2021).