Soumajyoti Sarkar
Orcid: 0000-0002-4100-1160
According to our database1,
Soumajyoti Sarkar
authored at least 24 papers
between 2015 and 2024.
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Bibliography
2024
Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning.
CoRR, 2024
EMC<sup>2</sup>: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.
CoRR, 2024
EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic.
CoRR, 2022
2021
CoRR, 2021
Proceedings of the Companion of The Web Conference 2021, 2021
2020
Proceedings of the ECML PKDD 2020 Workshops, 2020
Proceedings of the 3rd International Conference on Data Intelligence and Security, 2020
2019
Using network motifs to characterize temporal network evolution leading to diffusion inhibition.
Soc. Netw. Anal. Min., 2019
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents.
Soc. Netw. Anal. Min., 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019
Can social influence be exploited to compromise security: an online experimental evaluation.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Impact of social influence on adoption behavior: an online controlled experimental evaluation.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums.
Proceedings of the 2018 International Conference on Cyber Conflict, 2018
2017
Soc. Netw. Anal. Min., 2017
Crisis and Collective Problem Solving in Dark Web: An Exploration of a Black Hat Forum.
Proceedings of the 8th International Conference on Social Media & Society, 2017
2015
A computationally efficient order statistics based outlier detection technique for EEG signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015