Akwum Onwunta

Orcid: 0000-0003-2110-8881

According to our database1, Akwum Onwunta authored at least 14 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
0
1
2
3
4
5
6
4
3
2
2
1
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Complexity Analysis of Regularization Methods for Implicitly Constrained Least Squares.
J. Sci. Comput., December, 2024

Deep Nonnegative Matrix Factorization With Beta Divergences.
Neural Comput., 2024

Tensor train solution to uncertain optimization problems with shared sparsity penalty.
CoRR, 2024

Fast-forwarding quantum algorithms for linear dissipative differential equations.
CoRR, 2024

Efficient Score Matching with Deep Equilibrium Layers.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
A deep neural network approach for parameterized PDEs and Bayesian inverse problems.
Mach. Learn. Sci. Technol., September, 2023

TTRISK: Tensor train decomposition algorithm for risk averse optimization.
Numer. Linear Algebra Appl., May, 2023

State-constrained Optimization Problems under Uncertainty: A Tensor Train Approach.
CoRR, 2023

2021
Optimal Control, Numerics, and Applications of Fractional PDEs.
CoRR, 2021

Novel Deep neural networks for solving Bayesian statistical inverse.
CoRR, 2021

2019
Reduced-order modeling for nonlinear Bayesian statistical inverse problems.
CoRR, 2019

A Low-Rank Inexact Newton-Krylov Method for Stochastic Eigenvalue Problems.
Comput. Methods Appl. Math., 2019

2016
Block-Diagonal Preconditioning for Optimal Control Problems Constrained by PDEs with Uncertain Inputs.
SIAM J. Matrix Anal. Appl., 2016

2015
Low-Rank Solution of Unsteady Diffusion Equations with Stochastic Coefficients.
SIAM/ASA J. Uncertain. Quantification, 2015


  Loading...