Faizanuddin Ansari

13 papers B 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rebalancing with calibrated sub-classes (RCS): A statistical fusion-based framework for robust imbalanced classification across modalities.
Inf. Fusion
Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das
2025 J jnl
APFEx: Adaptive Pareto Front Explorer for Intersectional Fairness.
CoRR
Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das
2025 — conf
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation.
IJCNLP-AACL (long papers)
Debanjan Dutta, Faizanuddin Ansari, Swagatam Das
2025 J jnl
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation.
CoRR
Debanjan Dutta, Faizanuddin Ansari, Swagatam Das
2025 J jnl
CCO: A Cluster Core-Based Oversampling Technique for Improved Class-Imbalanced Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das
2025 B conf
Force of Attraction-Based Distribution Calibration for Enhancing Minority Class Representation.
IJCNN
Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali
2025 J jnl
On the Existence of Universal Simulators of Attention.
CoRR
Debanjan Dutta, Faizanuddin Ansari, Anish Chakrabarty, Swagatam Das
2025 J jnl
Rebalancing with Calibrated Sub-classes (RCS): A Statistical Fusion-based Framework for Robust Imbalanced Classification across Modalities.
CoRR
Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das
2025 J jnl
Sampling-tailored two-pronged network for long-tailed class imbalance learning.
Eng. Appl. Artif. Intell.
Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das
2025 J jnl
The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Faizanuddin Ansari, Abhranta Panigrahi, Swagatam Das
2024 — conf
Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias.
MICCAI (1)
Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das
2024 — conf
Mo2E: Mixture of Two Experts for Class-Imbalanced Learning from Medical Images.
ISBI
Faizanuddin Ansari, Agnish Bhattacharya, Biswajit Saha, Swagatam Das
2023 B conf
Handling Class Imbalance by Estimating Minority Class Statistics.
IJCNN
Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali