Soumi Das

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Publications (9)

• CheckSelect: Online Checkpoint Selection for Flexible, Accurate, Robust, and Efficient Data Valuation
  Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya +1 more
  IEEE Transactions on Artificial Intelligence 2025 DOI: 10.1109/TAI.2024.3506494
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• Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction
  2025 DOI: 10.1145/3701551.3703562
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• A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning
  Frontiers in Artificial Intelligence and Applications 2024 DOI: 10.3233/faia240736
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• VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI
  2024
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• Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit
  Kiran Purohit, Anurag Reddy Parvathgari, Soumi Das +1 more
  2022 DOI: 10.1145/3564121.3564139
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• Finding High-Value Training Data Subset Through Differentiable Convex Programming
  Machine Learning and Knowledge Discovery in Databases. Research Track 2021
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• TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving
  Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) 2021
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• Multi-criteria online frame-subset selection for autonomous vehicle videos
  Pattern Recognition Letters 2020 DOI: https://doi.org/10.1016/j.patrec.2020.03.031
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• Map Enhanced Route Travel Time Prediction using Deep Neural Networks
  CoRR 2019
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