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Sandipan Sikdar
Sandipan Sikdar
L3S Research Center, Leibniz Uiniversity Hannover
Preverjeni e-poštni naslov na l3s.de - Domača stran
Naslov
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Leto
Computer science fields as ground-truth communities: Their impact, rise and fall
T Chakrabort, S Sikdar, V Tammana, N Ganguly, A Mukherjee
Proceedings of the 2013 IEEE/ACM international conference on advances in …, 2013
612013
Integrated directional gradients: Feature interaction attribution for neural NLP models
S Sikdar, P Bhattacharya, K Heese
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
582021
The polar framework: Polar opposites enable interpretability of pre-trained word embeddings
B Mathew, S Sikdar, F Lemmerich, M Strohmaier
Proceedings of The Web Conference 2020, 1548-1558, 2020
412020
Citation interactions among computer science fields: a quantitative route to the rise and fall of scientific research
T Chakraborty, S Sikdar, N Ganguly, A Mukherjee
Social Network Analysis and Mining 4, 1-18, 2014
252014
Adversarial inter-group link injection degrades the fairness of graph neural networks
H Hussain, M Cao, S Sikdar, D Helic, E Lex, M Strohmaier, R Kern
2022 IEEE International Conference on Data Mining (ICDM), 975-980, 2022
222022
A review of the role of causality in developing trustworthy ai systems
N Ganguly, D Fazlija, M Badar, M Fisichella, S Sikdar, J Schrader, ...
arXiv preprint arXiv:2302.06975, 2023
202023
Getfair: Generalized fairness tuning of classification models
S Sikdar, F Lemmerich, M Strohmaier
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
192022
StRE: Self attentive edit quality prediction in Wikipedia
S Sarkar, BP Reddy, S Sikdar, A Mukherjee
arXiv preprint arXiv:1906.04678, 2019
172019
Time series analysis of temporal networks
S Sikdar, N Ganguly, A Mukherjee
The European Physical Journal B 89, 1-11, 2016
172016
Anomalies in the peer-review system: A case study of the journal of High Energy Physics
S Sikdar, M Marsili, N Ganguly, A Mukherjee
Proceedings of the 25th ACM International on Conference on Information and …, 2016
122016
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings
J Engler, S Sikdar, M Lutz, M Strohmaier
arXiv preprint arXiv:2301.04704, 2023
112023
Influence of reviewer interaction network on long-term citations: a case study of the scientific peer-review system of the journal of high energy physics
S Sikdar, M Marsili, N Ganguly, A Mukherjee
2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 1-10, 2017
102017
Using core-periphery structure to predict high centrality nodes in time-varying networks
S Sarkar, S Sikdar, S Bhowmick, A Mukherjee
Data Mining and Knowledge Discovery 32, 1368-1396, 2018
92018
Identifying and characterizing sleeping beauties on youtube
S Sikdar, A Chaudhary, S Kumar, N Ganguly, A Chakraborty, G Kumar, ...
Proceedings of the 19th ACM Conference on Computer Supported Cooperative …, 2016
82016
Fairtrade: Achieving pareto-optimal trade-offs between balanced accuracy and fairness in federated learning
M Badar, S Sikdar, W Nejdl, M Fisichella
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 10962 …, 2024
72024
The effects of gender signals and performance in online product reviews
S Sikdar, R Sachdeva, J Wachs, F Lemmerich, M Strohmaier
Frontiers in big Data 4, 771404, 2022
72022
IVP-VAE: modeling EHR time series with initial value problem solvers
J Xiao, L Basso, W Nejdl, N Ganguly, S Sikdar
Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 16023 …, 2024
52024
Properties of group fairness metrics for rankings
T Schumacher, M Lutz, S Sikdar, M Strohmaier
arXiv preprint arXiv:2212.14351, 2022
52022
Compas: Community preserving sampling for streaming graphs
S Sikdar, T Chakraborty, S Sarkar, N Ganguly, A Mukherjee
arXiv preprint arXiv:1802.01614, 2018
52018
Unsupervised ranking of clustering algorithms by INFOMAX
S Sikdar, A Mukherjee, M Marsili
Plos one 15 (10), e0239331, 2020
42020
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