NITESH KUMAR SINGH

@ddn.upes.ac.in

Assistant Professor at School of Computer Science
Upes University of Tomorrow, Dehradun, India

NITESH KUMAR SINGH


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https://researchid.co/nitesh_singh

RESEARCH, TEACHING, or OTHER INTERESTS

Control and Optimization, Computational Theory and Mathematics, Signal Processing, Computational Mathematics
38

Scholar Citations

3

Scholar h-index

2

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Hyperspectral Unmixing Hierarchies
    JL Garrett, PS Vishnu, P Salmi, D Lupu, NK Singh, I Necoara, ...
    arXiv preprint arXiv:2604.16969 , 2026
    2026.0
  • A stochastic augumented Lagrangian algorithm for smooth convex optimization: application to MPC with quadratic constraints
    NK Singh, D Lupu, I Necoara
    2025 33rd Mediterranean Conference on Control and Automation (MED), 508-513 , 2025
    2025.0
  • A stochastic perturbed augmented Lagrangian method for smooth convex constrained minimization
    NK Singh, I Necoara
    arXiv preprint arXiv:2503.23572 , 2025
    2025.0
    Citations: 2
  • A stochastic moving ball approximation method for smooth convex constrained minimization
    NK Singh, I Necoara
    Computational Optimization and Applications 89 (3), 659-689 , 2024
    2024.0
    Citations: 6
  • Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints
    NK Singh, I Necoara
    IEEE Transactions on Automatic Control 70 (1), 479-486 , 2024
    2024.0
    Citations: 3
  • Mini-batch stochastic subgradient for functional constrained optimization
    NK Singh, I Necoara, V Kungurtsev
    Optimization 73 (7), 2159-2185 , 2024
    2024.0
    Citations: 11
  • Unified analysis of stochastic gradient projection methods for convex optimization with functional constraints
    NK Singh, I Necoara
    2024 European Control Conference (ECC), 3600-3605 , 2024
    2024.0
    Citations: 1
  • Accelerating support vector machines for remote platforms by increasing sparsity
    JL Garrett, NK Singh, TA Johansen, I Necoara
    2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution … , 2022
    2022.0
    Citations: 1
  • Stochastic subgradient for composite optimization with functional constraints
    I Necoara, NK Singh
    arXiv preprint arXiv:2204.08204 , 2022
    2022.0
  • Stochastic subgradient for composite convex optimization with functional constraints
    I Necoara, NK Singh
    Journal of Machine Learning Research 23 (265), 1-35 , 2022
    2022.0
    Citations: 14
  • Time-and Event-Triggered Communication for Multi-Agent Systems—Part II: Digital Implementation and Resilience.................................. KJA Scheres, VS Dolk, MS Chong …
    NK Singh, I Necoara, Z Wu, X Zhao, J Li, D Lefebvre, CN Hadjicostis, Z Li, ...

MOST CITED SCHOLAR PUBLICATIONS

  • Stochastic subgradient for composite convex optimization with functional constraints
    I Necoara, NK Singh
    Journal of Machine Learning Research 23 (265), 1-35 , 2022
    2022.0
    Citations: 14
  • Mini-batch stochastic subgradient for functional constrained optimization
    NK Singh, I Necoara, V Kungurtsev
    Optimization 73 (7), 2159-2185 , 2024
    2024.0
    Citations: 11
  • A stochastic moving ball approximation method for smooth convex constrained minimization
    NK Singh, I Necoara
    Computational Optimization and Applications 89 (3), 659-689 , 2024
    2024.0
    Citations: 6
  • Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints
    NK Singh, I Necoara
    IEEE Transactions on Automatic Control 70 (1), 479-486 , 2024
    2024.0
    Citations: 3
  • A stochastic perturbed augmented Lagrangian method for smooth convex constrained minimization
    NK Singh, I Necoara
    arXiv preprint arXiv:2503.23572 , 2025
    2025.0
    Citations: 2
  • Unified analysis of stochastic gradient projection methods for convex optimization with functional constraints
    NK Singh, I Necoara
    2024 European Control Conference (ECC), 3600-3605 , 2024
    2024.0
    Citations: 1
  • Accelerating support vector machines for remote platforms by increasing sparsity
    JL Garrett, NK Singh, TA Johansen, I Necoara
    2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution … , 2022
    2022.0
    Citations: 1
  • Hyperspectral Unmixing Hierarchies
    JL Garrett, PS Vishnu, P Salmi, D Lupu, NK Singh, I Necoara, ...
    arXiv preprint arXiv:2604.16969 , 2026
    2026.0
  • A stochastic augumented Lagrangian algorithm for smooth convex optimization: application to MPC with quadratic constraints
    NK Singh, D Lupu, I Necoara
    2025 33rd Mediterranean Conference on Control and Automation (MED), 508-513 , 2025
    2025.0
  • Stochastic subgradient for composite optimization with functional constraints
    I Necoara, NK Singh
    arXiv preprint arXiv:2204.08204 , 2022
    2022.0
  • Time-and Event-Triggered Communication for Multi-Agent Systems—Part II: Digital Implementation and Resilience.................................. KJA Scheres, VS Dolk, MS Chong …
    NK Singh, I Necoara, Z Wu, X Zhao, J Li, D Lefebvre, CN Hadjicostis, Z Li, ...