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ORCIDSoumajyoti Sarkar
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2020 – today
- 2024
[c13]Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong:
EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence. ICML 2024- [i20]Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong:
EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence. CoRR abs/2404.10575 (2024) - [i19]Soumajyoti Sarkar, Leonard Lausen, Volkan Cevher, Sheng Zha, Thomas Brox, George Karypis:
Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning. CoRR abs/2409.01483 (2024) - 2023
- [c12]Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis:
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning. NeurIPS 2023 - [i18]Soumajyoti Sarkar:
An Algorithm For Adversary Aware Decentralized Networked MARL. CoRR abs/2305.05573 (2023) - [i17]Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis:
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning. CoRR abs/2307.08623 (2023) - [i16]Soumajyoti Sarkar, Leonard Lausen:
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks. CoRR abs/2310.00789 (2023) - 2022
- [i15]Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour:
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic. CoRR abs/2211.03966 (2022) - 2021
- [c11]Soumajyoti Sarkar:
Centralized Borrower and Lender Matching under Uncertainty for P2P Lending. WWW (Companion Volume) 2021: 269-273 - [i14]Soumajyoti Sarkar:
Bandit based centralized matching in two-sided markets for peer to peer lending. CoRR abs/2105.02589 (2021) - 2020
- [c10]Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian:
A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. ICDIS 2020: 26-33 - [c9]Soumajyoti Sarkar, Hamidreza Alvari:
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org. PKDD/ECML Workshops 2020: 75-91 - [i13]Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian:
A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. CoRR abs/2001.04624 (2020) - [i12]Soumajyoti Sarkar, Hamidreza Alvari:
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org. CoRR abs/2006.12995 (2020) - [i11]Soumajyoti Sarkar:
Bandits in Matching Markets: Ideas and Proposals for Peer Lending. CoRR abs/2011.04400 (2020)
2010 – 2019
- 2019
- [j3]Soumajyoti Sarkar
, Ruocheng Guo, Paulo Shakarian:
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. Soc. Netw. Anal. Min. 9(1): 14:1-14:24 (2019) - [j2]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. Soc. Netw. Anal. Min. 9(1): 57:1-57:28 (2019) - [c8]Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Impact of social influence on adoption behavior: an online controlled experimental evaluation. ASONAM 2019: 226-233 - [c7]Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Can social influence be exploited to compromise security: an online experimental evaluation. ASONAM 2019: 593-596 - [c6]Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian:
Detection of Violent Extremists in Social Media. ICDIS 2019: 43-47 - [c5]Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian:
Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. WWW (Companion Volume) 2019: 154-161 - [c4]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. WWW (Companion Volume) 2019: 1079-1086 - [i10]Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian:
Detection of Violent Extremists in Social Media. CoRR abs/1902.01577 (2019) - [i9]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. CoRR abs/1902.10366 (2019) - [i8]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Using network motifs to characterize temporal network evolution leading to diffusion inhibition. CoRR abs/1903.00862 (2019) - [i7]Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian:
Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. CoRR abs/1903.01693 (2019) - [i6]Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian:
Understanding Information Flow in Cascades Using Network Motifs. CoRR abs/1904.05161 (2019) - [i5]Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Impact of Social Influence on Adoption Behavior: An Online Controlled Experimental Evaluation. CoRR abs/1909.01409 (2019) - [i4]Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju:
Can social influence be exploited to compromise security: An online experimental evaluation. CoRR abs/1909.02872 (2019) - [i3]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. CoRR abs/1909.11592 (2019) - 2018
- [c3]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CyCon U.S. 2018: 1-7 - [i2]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Understanding and forecasting lifecycle events in information cascades. CoRR abs/1809.06050 (2018) - [i1]Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian:
Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CoRR abs/1811.06537 (2018) - 2017
- [j1]Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian:
Understanding and forecasting lifecycle events in information cascades. Soc. Netw. Anal. Min. 7(1): 55:1-55:22 (2017) - [c2]Kyounghee Hazel Kwon, J. Hunter Priniski, Soumajyoti Sarkar, Jana Shakarian, Paulo Shakarian:
Crisis and Collective Problem Solving in Dark Web: An Exploration of a Black Hat Forum. SMSociety 2017: 45:1-45:5 - 2015
- [c1]Bapun K. Giri, Soumajyoti Sarkar, Satyaki Mazumder, Koel Das:
A computationally efficient order statistics based outlier detection technique for EEG signals. EMBC 2015: 4765-4768
Coauthor Index
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