Faizanuddin Ansari

According to our database, Faizanuddin Ansari authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed Classification.

Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das

IEEE Trans. Emerg. Top. Comput. Intell., October, 2025

Rebalancing with Calibrated Sub-classes (RCS): A Statistical Fusion-based Framework for Robust Imbalanced Classification across Modalities.

Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das

CoRR, October, 2025

APFEx: Adaptive Pareto Front Explorer for Intersectional Fairness.

Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das

CoRR, September, 2025

On the Existence of Universal Simulators of Attention.

Debanjan Dutta, Faizanuddin Ansari, Anish Chakrabarty, Swagatam Das

CoRR, June, 2025

Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation.

Debanjan Dutta, Faizanuddin Ansari, Swagatam Das

CoRR, June, 2025

CCO: A Cluster Core-Based Oversampling Technique for Improved Class-Imbalanced Learning.

Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das

IEEE Trans. Emerg. Top. Comput. Intell., April, 2025

Sampling-tailored two-pronged network for long-tailed class imbalance learning.

Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das

Eng. Appl. Artif. Intell., 2025

Force of Attraction-Based Distribution Calibration for Enhancing Minority Class Representation.

Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias.

Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Mo2E: Mixture of Two Experts for Class-Imbalanced Learning from Medical Images.

Faizanuddin Ansari, Agnish Bhattacharya, Biswajit Saha, Swagatam Das

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Handling Class Imbalance by Estimating Minority Class Statistics.

Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali

Proceedings of the International Joint Conference on Neural Networks, 2023