PRASUN DUTTA

Employment

• SRM University, Andhra Pradesh Assistant Professor
  2025 - Present
• INDIAN STATISTICAL INSTITUTE Project Scientist
  2024 - 2025
• IDEAS-TIH, ISI Data Scientist
  2023 - 2024
• Amazon Research Scientist II
  2023 - 2023
• National Institute of Science and Technology ASSISTANT PROFESSOR
  2012 - 2017

Education

• Indian Statistical Institute PhD
  2017 - 2025

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• The Forward-Cooperation-Backward (FCB) learning in a multi-encoding uni-decoding neural network architecture
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2026.134350
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• Forward-Cooperation-Backward (FCB) learning in a Multi-Encoding Uni-Decoding neural network architecture
  Arxiv 2025 DOI: 10.48550/arXiv.2502.20113
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• Input Guided Non-negative Matrix Factorization
  Indiscon 2025 IEEE 6th India Council International Subsections Conference Proceedings 2025 DOI: 10.1109/INDISCON66021.2025.11253949
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• DN3MF: deep neural network for non-negative matrix factorization towards low rank approximation
  Pattern Analysis and Applications 2024 DOI: 10.1007/s10044-024-01335-3
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• Input Guided Multiple Deconstruction Single Reconstruction neural network models for Matrix Factorization
  arxiv 2024
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• Input Guided Multiple Deconstruction Single Reconstruction neural network models for Matrix Factorization
  Arxiv 2024 DOI: 10.48550/arXiv.2405.13449
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• MDSR-NMF: Multiple deconstruction single reconstruction deep neural network model for non-negative matrix factorization
  Network Computation in Neural Systems 2023 DOI: 10.1080/0954898X.2023.2257773
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• A Neural Network Model for Matrix Factorization: Dimensionality Reduction
  Proceedings of IEEE Asia Pacific Conference on Computer Science and Data Engineering Csde 2022 2022 DOI: 10.1109/CSDE56538.2022.10089284
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• N2MFn2: Non-negative Matrix Factorization in A Single Deconstruction Single Reconstruction Neural Network Framework for Dimensionality Reduction
  2022 International Conference on High Performance Big Data and Intelligent Systems Hdis 2022 2022 DOI: 10.1109/HDIS56859.2022.9991646
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• Brushing—An Algorithm for Data Deduplication
  Advances in Intelligent Systems and Computing 2016 DOI: 10.1007/978-81-322-2755-7_23
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