Sandipan Sikdar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

High Energy Physics

Top Venues

Soc. Netw. Anal. Min.

Publications

Meng Cao, Hussain Hussain, Sandipan Sikdar, Denis Helic, Markus Strohmaier, Roman Kern
Recommendation Fairness in Social Networks Over Time. CoRR (2024)
Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning. AAAI (2024)
Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers. AAAI (2024)
Jan Engler, Sandipan Sikdar, Marlene Lutz, Markus Strohmaier
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings. CoRR (2023)
Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers. CoRR (2023)
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
A Review of the Role of Causality in Developing Trustworthy AI Systems. CoRR (2023)
Tobias Schumacher, Marlene Lutz, Sandipan Sikdar, Markus Strohmaier
Properties of Group Fairness Metrics for Rankings. CoRR (2022)
Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. CoRR (2022)
Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. ICDM (2022)
Jan Engler, Sandipan Sikdar, Marlene Lutz, Markus Strohmaier
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings. EMNLP (Findings) (2022)
Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier
GetFair: Generalized Fairness Tuning of Classification Models. FAccT (2022)
Sandipan Sikdar, Rachneet Singh Sachdeva, Johannes Wachs, Florian Lemmerich, Markus Strohmaier
The Effects of Gender Signals and Performance in Online Product Reviews. Frontiers Big Data 4 (2021)
Sandipan Sikdar, Parantapa Bhattacharya, Kieran Heese
Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models. ACL/IJCNLP (1) (2021)
Binny Mathew, Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier
The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings. CoRR (2020)
Abhirut Gupta, Sandipan Sikdar, Prateeti Mohapatra, Niloy Ganguly
Topic Influence Graph Based Analysis of Seminal Papers. COMAD/CODS (2020)
Sandipan Sikdar, Paras Tehria, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee
On the effectiveness of the scientific peer-review system: a case study of the Journal of High Energy Physics. Int. J. Digit. Libr. 21 (2) (2020)
Sandipan Sikdar, Rachneet Singh Sachdeva, Johannes Wachs, Florian Lemmerich, Markus Strohmaier
The Effects of Gender Signals and Performance in Online Product Reviews. CoRR (2020)
Binny Mathew, Sandipan Sikdar, Florian Lemmerich, Markus Strohmaier
The POLAR Framework: Polar Opposites Enable Interpretability of Pre-Trained Word Embeddings. WWW (2020)
Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar, Animesh Mukherjee
StRE: Self Attentive Edit Quality Prediction in Wikipedia. CoRR (2019)
Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar, Animesh Mukherjee
StRE: Self Attentive Edit Quality Prediction in Wikipedia. ACL (1) (2019)
Soumya Sarkar, Sandipan Sikdar, Sanjukta Bhowmick, Animesh Mukherjee
Using core-periphery structure to predict high centrality nodes in time-varying networks. Data Min. Knowl. Discov. 32 (5) (2018)
Sandipan Sikdar, Tanmoy Chakraborty, Soumya Sarkar, Niloy Ganguly, Animesh Mukherjee
ComPAS: Community Preserving Sampling for Streaming Graphs. AAMAS (2018)
Soumya Sarkar, Sandipan Sikdar, Animesh Mukherjee, Sanjukta Bhowmick
Using Core-Periphery Structure to Predict High Centrality Nodes in Time-Varying Networks. CoRR (2018)
Sandipan Sikdar
Significance of scientific peer-review system: A case study of the Journal of High Energy Physics. Bull. IEEE Tech. Comm. Digit. Libr. 14 (1) (2018)
Sandipan Sikdar, Tanmoy Chakraborty, Soumya Sarkar, Niloy Ganguly, Animesh Mukherjee
ComPAS: Community Preserving Sampling for Streaming Graphs. CoRR (2018)
Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee
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. CoRR (2017)
Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee
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. JCDL (2017)
Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee
Anomalies in the peer-review system: A case study of the journal of High Energy Physics. CoRR (2016)
Sandipan Sikdar, Matteo Marsili, Niloy Ganguly, Animesh Mukherjee
Anomalies in the Peer-review System: A Case Study of the Journal of High Energy Physics. CIKM (2016)
Sandipan Sikdar, Anshit E. Chaudhary, Shraman Kumar, Niloy Ganguly, Abhijnan Chakraborty, Gaurav Kumar, Abhijeet Patil, Animesh Mukherjee
Identifying and Characterizing Sleeping Beauties on YouTube. CSCW Companion (2016)
Sandipan Sikdar, Niloy Ganguly, Animesh Mukherjee
Time series analysis of temporal networks. CoRR (2015)
Sandipan Sikdar, Marcin Bodych, Rajib Ranjan Maiti, Biswajit Paria, Niloy Ganguly, Tyll Krueger, Animesh Mukherjee
On the broadcast of segmented messages in dynamic networks. INFOCOM Workshops (2015)
Tanmoy Chakraborty, Sandipan Sikdar, Niloy Ganguly, Animesh Mukherjee
Citation interactions among computer science fields: a quantitative route to the rise and fall of scientific research. Soc. Netw. Anal. Min. 4 (1) (2014)
Tanmoy Chakraborty, Sandipan Sikdar, Vihar Tammana, Niloy Ganguly, Animesh Mukherjee
Computer science fields as ground-truth communities: their impact, rise and fall. ASONAM (2013)