Nikita Malik

According to our database, Nikita Malik authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

GraphFLEx: Structure Learning Framework for Large Expanding Graphs.

Mohit Kataria, Nikita Malik, Sandeep Kumar, Jayadeva

CoRR, May, 2025

FaAlGrad: Fairness through Alignment of Gradients across Different Subpopulations.

Nikita Malik, Konda Reddy Mopuri

Trans. Mach. Learn. Res., 2025

Accuracy-fairness trade-off in ML for healthcare: A quantitative evaluation of bias mitigation strategies.

Farzaneh Dehghani, Pedro V. V. Paiva, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Inf. Softw. Technol., 2025

Navigating Fairness in Healthcare: A Comparative Analysis of Single-Stage and Multi-Stage Bias Mitigation Strategies.

Farzaneh Dehghani, Pedro V. V. Paiva, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Proceedings of the IEEE International Conference on Software Analysis, 2025

Interpretability-Aware Pruning for Efficient Medical Image Analysis.

Nikita Malik, Pratinav Seth, Neeraj Kumar Singh, Chintan Chitroda, Vinay Kumar Sankarapu

Proceedings of the Efficient Medical Artificial Intelligence, 2025

HyperDefender: A Robust Framework for Hyperbolic GNNs.

Nikita Malik, Rahul Gupta, Sandeep Kumar

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Fractional cross entropy-based loss function for classification of IoT services with semantic graph based on IFTTT recipes.

Nikita Malik, Sanjay Kumar Malik

Signal Image Video Process., 2024

Fairness in Healthcare: Assessing Data Bias and Algorithmic Fairness.

Farzaneh Dehghani, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

2023

Free Lunch for Privacy Preserving Distributed Graph Learning.

Nimesh Agrawal, Nikita Malik, Sandeep Kumar

CoRR, 2023