Publications

Energy-efficient algorithms for LLMs

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Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models, NAACL 2025. Soham Poddar, Paramita Koley, Janardan Misra, Niloy Ganguly, and Saptarshi Ghosh

Temporal point process

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ExPERT: Modeling Human Behavior under External Stimuli Aware Personalized MTPP, AAAI (2025), Philadelphia, USA Subhendu Khatuya, Ritwik Vij, Paramita Koley, Samik Dutta, and Niloy Ganguly

Differentiable Change-point Detection With Temporal Point Processes, AISTATS (2023), Valencia, Spain Paramita Koley, Harshavardhan Alimi, Shrey Singla, Sourangshu Bhattacharya, Niloy Ganguly, Abir De

Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach, ACM Transaction on Knowledge Discovery from Data (2021) Paramita Koley, Avirup Saha, Sourangshu Bhattacharya, Niloy Ganguly, Abir De
[PDF]

Reinforcement learning

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Offsetting Unequal Competition Through RL-Assisted Incentive Schemes, IEEE Transactions on Computational Social Systems (2022) Paramita Koley, Aurghya Maiti, Sourangshu Bhattacharya, Niloy Ganguly [PDF]

Human-assisted machine learning

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Regression under Human Assistance, AAAI (2020) Abir De, Paramita Koley, Niloy Ganguly, Manuel Gomez-Rodriguez
[PDF]

Others

Generative Maximum Entropy Learning for Multiclass Classification, ICDM (2013) Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar, Paramita Koley, D. M. V. Satya Sriram [PDF]