Sandipan Sikdar

According to our database, Sandipan Sikdar authored at least 24 papers between 2013 and 2024.

Collaborative distances:

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

2024

Recommendation Fairness in Social Networks Over Time.

Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern

CoRR, 2024

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers.

Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Review of the Role of Causality in Developing Trustworthy AI Systems.

Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, Wolfgang Nejdl

CoRR, 2023

2022

Properties of Group Fairness Metrics for Rankings.

Tobias Schumacher, Marlene Lutz, Sandipan Sikdar, Markus Strohmaier

CoRR, 2022

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

Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern

Proceedings of the IEEE International Conference on Data Mining, 2022

GetFair: Generalized Fairness Tuning of Classification Models.

Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings.

Jan Engler, Sandipan Sikdar, Marlene Lutz, Markus Strohmaier

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

The Effects of Gender Signals and Performance in Online Product Reviews.

Sandipan Sikdar, Rachneet Singh Sachdeva, Johannes Wachs, Florian Lemmerich, Markus Strohmaier

Frontiers Big Data, 2021

Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models.

Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

On the effectiveness of the scientific peer-review system: a case study of the Journal of High Energy Physics.

Sandipan Sikdar, Paras Tehria, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee

Int. J. Digit. Libr., 2020

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

Binny Mathew, Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Topic Influence Graph Based Analysis of Seminal Papers.

Abhirut Gupta, Sandipan Sikdar, Prateeti Mohapatra, Niloy Ganguly

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

StRE: Self Attentive Edit Quality Prediction in Wikipedia.

Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar, Animesh Mukherjee

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Significance of scientific peer-review system: A case study of the Journal of High Energy Physics.

Sandipan Sikdar

Bull. IEEE Tech. Comm. Digit. Libr., 2018

Using core-periphery structure to predict high centrality nodes in time-varying networks.

Soumya Sarkar, Sandipan Sikdar, Sanjukta Bhowmick, Animesh Mukherjee

Data Min. Knowl. Discov., 2018

ComPAS: Community Preserving Sampling for Streaming Graphs.

Sandipan Sikdar, Tanmoy Chakraborty, Soumya Sarkar, Niloy Ganguly, Animesh Mukherjee

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

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.

Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee

Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

2016

Identifying and Characterizing Sleeping Beauties on YouTube.

Sandipan Sikdar, Anshit E. Chaudhary, Shraman Kumar, Niloy Ganguly, Abhijnan Chakraborty, Gaurav Kumar, Abhijeet Patil, Animesh Mukherjee

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

Anomalies in the Peer-review System: A Case Study of the Journal of High Energy Physics.

Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Time series analysis of temporal networks.

Sandipan Sikdar, Niloy Ganguly, Animesh Mukherjee

CoRR, 2015

On the broadcast of segmented messages in dynamic networks.

Sandipan Sikdar, Marcin Bodych, Rajib Ranjan Maiti, Biswajit Paria, Niloy Ganguly, Tyll Krueger, Animesh Mukherjee

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

2014

Citation interactions among computer science fields: a quantitative route to the rise and fall of scientific research.

Tanmoy Chakraborty, Sandipan Sikdar, Niloy Ganguly, Animesh Mukherjee

Soc. Netw. Anal. Min., 2014

2013

Computer science fields as ground-truth communities: their impact, rise and fall.

Tanmoy Chakraborty, Sandipan Sikdar, Vihar Tammana, Niloy Ganguly, Animesh Mukherjee

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013