Soumi Das

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Knowledge Extraction

Gaussian Kernels

Subset Selection

Top Venues

Publications

Till Speicher, Mohammad Aflah Khan, Qinyuan Wu, Vedant Nanda, Soumi Das, Bishwamittra Ghosh, Krishna P. Gummadi, Evimaria Terzi
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications. CoRR (2024)
Soumi Das, Shubhadip Nag, Shreyyash Sharma, Suparna Bhattacharya, Sourangshu Bhattacharya
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI. CoRR (2024)
Qinyuan Wu, Mohammad Aflah Khan, Soumi Das, Vedant Nanda, Bishwamittra Ghosh, Camila Kolling, Till Speicher, Laurent Bindschaedler, Krishna P. Gummadi, Evimaria Terzi
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction. CoRR (2024)
Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana
LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning. CoRR (2023)
Soumi Das, Palaiahnakote Shivakumara, Umapada Pal, Raghavendra Ramachandra
Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images. ICDAR (5) (2023)
Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection. CoRR (2022)
Kiran Purohit, Anurag Parvathgari, Soumi Das, Sourangshu Bhattacharya
Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit. AIMLSystems (2022)
Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving. ICCV (2021)
Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving. CoRR (2021)
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya
Finding High-Value Training Data Subset Through Differentiable Convex Programming. ECML/PKDD (2) (2021)
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya
Finding High-Value Training Data Subset through Differentiable Convex Programming. CoRR (2021)
Soumi Das, Sayan Mandal, Ashwin Bhoyar, Madhumita Bharde, Niloy Ganguly, Suparna Bhattacharya, Sourangshu Bhattacharya
Multi-criteria online frame-subset selection for autonomous vehicle videos. Pattern Recognit. Lett. 133 (2020)
Soumi Das, Rajath Nandan Kalava, Kolli Kiran Kumar, Akhil Kandregula, Kalpam Suhaas, Sourangshu Bhattacharya, Niloy Ganguly
Map Enhanced Route Travel Time Prediction using Deep Neural Networks. CoRR (2019)