Soumajyoti Sarkar

37 papers A* 2B 2Journal 23Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	EMC CoRR Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong
2024	A*	`conf`	EMC2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence. ICML Chung-Yiu Yau, Hoi-To Wai, Parameswaran Raman, Soumajyoti Sarkar, Mingyi Hong
2024	—	`conf`	Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning. ENLSP Soumajyoti Sarkar, Leonard Lausen, Volkan Cevher, Thomas Brox, Sheng Zha, George Karypis
2024	J	`jnl`	Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning. CoRR Soumajyoti Sarkar, Leonard Lausen, Volkan Cevher, Sheng Zha, Thomas Brox, George Karypis
2023	J	`jnl`	An Algorithm For Adversary Aware Decentralized Networked MARL. CoRR Soumajyoti Sarkar
2023	J	`jnl`	HYTREL: Hypergraph-enhanced Tabular Data Representation Learning. CoRR Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis
2023	A*	`conf`	HyTrel: Hypergraph-enhanced Tabular Data Representation Learning. NeurIPS Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis
2023	J	`jnl`	Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks. CoRR Soumajyoti Sarkar, Leonard Lausen
2022	J	`jnl`	Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic. CoRR Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour
2021	J	`jnl`	Bandit based centralized matching in two-sided markets for peer to peer lending. CoRR Soumajyoti Sarkar
2021	—	`conf`	Centralized Borrower and Lender Matching under Uncertainty for P2P Lending. WWW (Companion Volume) Soumajyoti Sarkar
2020	—	`conf`	A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. ICDIS Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian
2020	J	`jnl`	A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts. CoRR Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar, Scott W. Ruston, Steven R. Corman, Hasan Davulcu, Paulo Shakarian
2020	J	`jnl`	Bandits in Matching Markets: Ideas and Proposals for Peer Lending. CoRR Soumajyoti Sarkar
2020	—	`conf`	Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org. PKDD/ECML Workshops Soumajyoti Sarkar, Hamidreza Alvari
2020	J	`jnl`	Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org. CoRR Soumajyoti Sarkar, Hamidreza Alvari
2019	J	`jnl`	Can social influence be exploited to compromise security: An online experimental evaluation. CoRR Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
2019	B	`conf`	Can social influence be exploited to compromise security: an online experimental evaluation. ASONAM Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
2019	—	`conf`	Detection of Violent Extremists in Social Media. ICDIS Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian
2019	J	`jnl`	Detection of Violent Extremists in Social Media. CoRR Hamidreza Alvari, Soumajyoti Sarkar, Paulo Shakarian
2019	J	`jnl`	Impact of Social Influence on Adoption Behavior: An Online Controlled Experimental Evaluation. CoRR Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
2019	B	`conf`	Impact of social influence on adoption behavior: an online controlled experimental evaluation. ASONAM Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian, Mika Armenta, Danielle Sanchez, Kiran Lakkaraju
2019	—	`conf`	Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. WWW (Companion Volume) Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian
2019	J	`jnl`	Less is More: Semi-Supervised Causal Inference for Detecting Pathogenic Users in Social Media. CoRR Hamidreza Alvari, Elham Shaabani, Soumajyoti Sarkar, Ghazaleh Beigi, Paulo Shakarian
2019	—	`conf`	Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. WWW (Companion Volume) Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
2019	J	`jnl`	Leveraging Motifs to Model the Temporal Dynamics of Diffusion Networks. CoRR Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
2019	J	`jnl`	Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. CoRR Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
2019	J	`jnl`	Mining user interaction patterns in the darkweb to predict enterprise cyber incidents. Soc. Netw. Anal. Min. Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
2019	J	`jnl`	Understanding Information Flow in Cascades Using Network Motifs. CoRR Soumajyoti Sarkar, Hamidreza Alvari, Paulo Shakarian
2019	J	`jnl`	Using network motifs to characterize temporal network evolution leading to diffusion inhibition. CoRR Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
2019	J	`jnl`	Using network motifs to characterize temporal network evolution leading to diffusion inhibition. Soc. Netw. Anal. Min. Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
2018	—	`conf`	Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CyCon U.S. Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
2018	J	`jnl`	Predicting enterprise cyber incidents using social network analysis on the darkweb hacker forums. CoRR Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian, Paulo Shakarian
2018	J	`jnl`	Understanding and forecasting lifecycle events in information cascades. CoRR Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
2017	—	`conf`	Crisis and Collective Problem Solving in Dark Web: An Exploration of a Black Hat Forum. SMSociety Kyounghee Hazel Kwon, J. Hunter Priniski, Soumajyoti Sarkar, Jana Shakarian, Paulo Shakarian
2017	J	`jnl`	Understanding and forecasting lifecycle events in information cascades. Soc. Netw. Anal. Min. Soumajyoti Sarkar, Ruocheng Guo, Paulo Shakarian
2015	—	`conf`	A computationally efficient order statistics based outlier detection technique for EEG signals. EMBC Bapun K. Giri, Soumajyoti Sarkar, Satyaki Mazumder, Koel Das