Dr. Aritra Dutta

About

Dr. Aritra Dutta is an Assistant Professor of Mathematics at ITER, Siksha ’O’ Anusandhan, Bhubaneswar. She completed her B.Sc. and M.Sc. in Mathematics at Jadavpur University as an INSPIRE Scholar, and earned her Ph.D. from Jadavpur University with research carried out at the Indian Statistical Institute, Kolkata in Complementarity Theory and Optimization. She later served as a Postdoctoral Fellow at IIIT Bangalore on a Mphasis-funded Deep Learning project. Her research spans Optimization, Game Theory, Variational Inequalities, Machine Learning, and Deep Learning, with contributions published in leading SCI/ESCI indexed international journals (Q2/Q3) and some book chapters. An INSPIRE Fellow, CSIR-JRF awardee, GATE rank holder, and reviewer for reputed journals including JOTA, JAAC, and JCAM, she actively contributes to mathematical sciences and theoretical as well as data-driven optimization, and its applications in machine learning and deep learning.

Employment

• Siksha O Anusandhan University Assistant Professor
  2023 - Present

Education

• Indian Statistical Institute PhD (Received degree from Jadavpur University)
  2018 - 2023
• Jadavpur University B.Sc
• Jadavpur University M.Sc

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Computation of a new error bound based on max function for tensor complementarity problem with P-tensor
  R. Deb, A. Dutta, Ashok Kumar Das
  OPSEARCH 2025 DOI: 10.1007/s12597-025-01021-w
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• On some properties of $$ {\omega }$$-uniqueness in tensor complementarity problem
  A. Dutta, R. Deb, A. K. Das
  Indian Journal of Pure and Applied Mathematics 2025 DOI: 10.1007/s13226-025-00853-y
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• Bounded homotopy path approach to the solution of linear complementarity problems
  A. Dutta, A. K. Das
  OPSEARCH 2024 DOI: 10.1007/s12597-023-00687-4
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• A contribution to complementarity theory
  2023
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• Error Bound for the Linear Complementarity Problem Using Plus Function
  Bharat Kumar, Deepmala Deepmala, A. Dutta

  +1 more

  • A. K. Das
  Lecture Notes in Networks and Systems 2023 DOI: 10.1007/978-981-99-3080-7_15
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• Homotopy Continuation Method for Discounted Zero-Sum Stochastic Game with ARAT Structure
  A. Dutta, A. K. Das
  International Game Theory Review 2023 DOI: 10.1142/S0219198923400042
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• More on matrix splitting modulus-based iterative methods for solving linear complementarity problem
  Bharat Kumar, Deepmala Deepmala, A. Dutta

  +1 more

  • Ashok Kumar Das
  OPSEARCH 2023 DOI: 10.1007/s12597-023-00634-3
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• On Column Competent Matrices and Linear Complementarity Problem
  A. Dutta, R. Jana, Ashok Kumar Das
  2022 DOI: 10.1007/978-981-16-6890-6_46
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• On Some Properties of K-type Block Matrices in the Context of Complementarity Problem
  A. Dutta, Ashok Kumar Das
  Springer Proceedings in Mathematics and Statistics 2022 DOI: 10.1007/978-981-19-9307-7_12
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• More on hidden Z-matrices and linear complementarity problem
  R. Jana, A. Dutta, Ashok Kumar Das
  Linear and Multilinear Algebra 2021 DOI: 10.1080/03081087.2019.1623857
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• On hidden Z-matrix and interior point algorithm
  R. Jana, Ashok Kumar Das, A. Dutta
  OPSEARCH 2019 DOI: 10.1007/s12597-019-00412-0
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• Complementarity Problems and Its Relation with Optimization Theory
  A. K. Das, A. Dutta, R. Jana
  DOI: 10.1007/978-981-97-8907-8_7
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