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Soumi Das
Soumi Das
Post Doc, MPI-SWS
Bestätigte E-Mail-Adresse bei mpi-sws.org - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Multi-criteria online frame-subset selection for autonomous vehicle videos
S Das, S Mandal, A Bhoyar, M Bharde, N Ganguly, S Bhattacharya, ...
Pattern Recognition Letters 133, 349-355, 2020
122020
Map enhanced route travel time prediction using deep neural networks
S Das, RN Kalava, KK Kumar, A Kandregula, K Suhaas, S Bhattacharya, ...
arXiv preprint arXiv:1911.02623, 2019
122019
Finding High-Value Training Data Subset through Differentiable Convex Programming
S Das, A Singh, S Chatterjee, S Bhattacharya, S Bhattacharya
ECML PKDD 2021, 2021
82021
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving
S Das, H Patibandla, S Bhattacharya, K Bera, N Ganguly, S Bhattacharya
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
52021
Understanding the Mechanics and Dynamics of Memorisation in Large Language Models: A Case Study with Random Strings
T Speicher, AM Khan, Q Wu, V Nanda, S Das, B Ghosh, KP Gummadi, ...
12023
Accurate and efficient channel pruning via orthogonal matching pursuit
K Purohit, A Parvathgari, S Das, S Bhattacharya
Proceedings of the Second International Conference on AI-ML Systems, 1-8, 2022
12022
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction
Q Wu, MA Khan, S Das, V Nanda, B Ghosh, C Kolling, T Speicher, ...
arXiv preprint arXiv:2404.12957, 2024
2024
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI
S Das, S Nag, S Sharma, S Bhattacharya, S Bhattacharya
arXiv preprint arXiv:2403.05174, 2024
2024
LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning
K Purohit, S Das, S Bhattacharya, S Rana
arXiv preprint arXiv:2305.02022, 2023
2023
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection
S Das, M Sagarkar, S Bhattacharya, S Bhattacharya
arXiv preprint arXiv:2203.06814, 2022
2022
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