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Faizanuddin Ansari
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2020 – today
- 2025
[j3]Faizanuddin Ansari
, Abhranta Panigrahi, Swagatam Das:
Sampling-tailored two-pronged network for long-tailed class imbalance learning. Eng. Appl. Artif. Intell. 159: 111466 (2025)
[j2]Priyobrata Mondal
, Faizanuddin Ansari
, Swagatam Das
:
CCO: A Cluster Core-Based Oversampling Technique for Improved Class-Imbalanced Learning. IEEE Trans. Emerg. Top. Comput. Intell. 9(2): 1153-1165 (2025)
[j1]Faizanuddin Ansari
, Abhranta Panigrahi
, Swagatam Das
:
The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed Classification. IEEE Trans. Emerg. Top. Comput. Intell. 9(5): 3650-3664 (2025)
[c5]Debanjan Dutta, Faizanuddin Ansari, Swagatam Das:
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation. IJCNLP-AACL (long papers) 2025: 900-918
[c4]Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das, Pourya Shamsolmoali:
Force of Attraction-Based Distribution Calibration for Enhancing Minority Class Representation. IJCNN 2025: 1-8
[i4]Debanjan Dutta, Faizanuddin Ansari, Swagatam Das:
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation. CoRR abs/2506.13608 (2025)
[i3]Debanjan Dutta, Faizanuddin Ansari, Anish Chakrabarty, Swagatam Das:
On the Existence of Universal Simulators of Attention. CoRR abs/2506.18739 (2025)
[i2]Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das:
APFEx: Adaptive Pareto Front Explorer for Intersectional Fairness. CoRR abs/2509.13908 (2025)
[i1]Priyobrata Mondal, Faizanuddin Ansari, Swagatam Das:
Rebalancing with Calibrated Sub-classes (RCS): A Statistical Fusion-based Framework for Robust Imbalanced Classification across Modalities. CoRR abs/2510.13656 (2025)- 2024
[c3]Faizanuddin Ansari, Agnish Bhattacharya, Biswajit Saha
, Swagatam Das:
Mo2E: Mixture of Two Experts for Class-Imbalanced Learning from Medical Images. ISBI 2024: 1-5
[c2]Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das:
Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias. MICCAI (1) 2024: 373-382- 2023
[c1]Faizanuddin Ansari
, Swagatam Das, Pourya Shamsolmoali:
Handling Class Imbalance by Estimating Minority Class Statistics. IJCNN 2023: 1-8
Coauthor Index

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