Concepedia

Sandipan Sikdar

SS

Statistics

Publications

4

Citations

74

H-Index

4

Active since

2020

Affiliations

L3S Research Center(Current)

RWTH Aachen University

GESIS - Leibniz Institute for the Social Sciences

Sandipan Sikdar is an author at L3S Research Center specializing in computer science, natural language processing, and language models.

ORCID

Publications per year

2020–2024

4

Publications

4

Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models

Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese · 2021 · 30 citations · Full text

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FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning

Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 17 citations · Full text

, , +15

Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks

Hussain Hussain, Meng Cao, Sandipan Sikdar et al. · 2022 IEEE International Conference on Data Mining (ICDM) · 2022 · 16 citations

, , +10

The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings

Binny Mathew, Sandipan Sikdar, Florian Lemmerich et al. · 2020 · 11 citations · Full text

, , +9

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