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KIRAN PUROHIT

PhD CSE · IIT Kharagpur

https://researchid.co/kiranpurohit
@iitkgp.ac.in
6Scopus Publications
135Google Scholar Citations
5Google Scholar h-index
2Google Scholar i10-index

Research Interests

Machine Learning, Deep Learning, Computer Vision, Image Processing

Biography

Trying to learn about deep learning faster than deep learning can learn about me.

Education

PhD student in CSE at IIT Kharagpur.

Recent Scopus Publications

  1. Sample Efficient Demonstration Selection for In-Context Learning
    Proceedings of Machine Learning Research, 2025
  2. A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning
    Frontiers in Artificial Intelligence and Applications, 2024
  3. A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
    Transactions on Machine Learning Research, 2024
  4. EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
    Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference, 2024
  5. Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit
    ACM International Conference Proceeding Series, 2022

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