Raman, Natraj

9 publications

TMLR 2025 Global Graph Counterfactual Explanation: A Subgraph Mapping Approach Yinhan He, Wendy Zheng, Yaochen Zhu, Jing Ma, Saumitra Mishra, Natraj Raman, Ninghao Liu, Jundong Li

ICLRW 2025 Prune 'n Predict: Optimizing LLM Decision-Making with Conformal Prediction Harit Vishwakarma, Thomas Cook, Alan Mishler, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh

ICML 2025 Prune ’n Predict: Optimizing LLM Decision-Making with Conformal Prediction Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh

TMLR 2025 Robust and Efficient Fine-Tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Vaibhav Seth, Ayan Sengupta, Arinjay Pathak, Aastha A K Verma, Natraj Raman, Sriram Gopalakrishnan, Niladri Chatterjee, Tanmoy Chakraborty

NeurIPSW 2024 Improving Decision-Making in Open-World Agents with Conformal Prediction and Monty Hall Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh

NeurIPSW 2024 Scalable Representation Learning for Multimodal Tabular Transactions Natraj Raman, Sumitra Ganesh, Manuela Veloso

NeurIPSW 2024 SkipOOD: Efficient Out-of-Distribution Input Detection Using Skipping Mechanism Mirazul Haque, Natraj Raman, Petr Babkin, Armineh Nourbakhsh, Xiaomo Liu

AISTATS 2023 Bayesian Hierarchical Models for Counterfactual Estimation Natraj Raman, Daniele Magazzeni, Sameena Shah

NeurIPSW 2022 Semantics Extraction and Analytics from SEBI Regulations and Case Files: Industry-Academia Collaboration Natraj Raman, Pulkit Parikh, Lini Thomas, Kamalakar Karlapalem