Das, Soumi

4 publications

ICLR 2026 In Agents We Trust, but Who Do Agents Trust? Latent Source Preferences Steer LLM Generations Mohammad Aflah Khan, Mahsa Amani, Soumi Das, Bishwamittra Ghosh, Qinyuan Wu, Krishna P. Gummadi, Manish Gupta, Abhilasha Ravichander

ICLR 2026 Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs Qinyuan Wu, Soumi Das, Mahsa Amani, Bishwamittra Ghosh, Mohammad Aflah Khan, Krishna P. Gummadi, Muhammad Bilal Zafar

ECML-PKDD 2021 Finding High-Value Training Data Subset Through Differentiable Convex Programming Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya

ICCV 2021 TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya