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07/29/2022
Compact representations of structured BFGS matrices
For general large-scale optimization problems compact representations ex...
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07/15/2022
PLSS: A Projected Linear Systems Solver
We propose iterative projection methods for solving square or rectangula...
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07/12/2021
Nonlinear Least Squares for Large-Scale Machine Learning using Stochastic Jacobian Estimates
For large nonlinear least squares loss functions in machine learning we ...
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01/27/2021
Convergence Analysis of Fixed Point Chance Constrained Optimal Power Flow Problems
For optimal power flow problems with chance constraints, a particularly ...
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01/26/2021