Ioannis G. Tsoulos

2010

A researcher in the Science corpus: 1 paper; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.

Whom Ioannis G. Tsoulos trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Stefania Bellavia

Papers from Ioannis G. Tsoulos's perspective

Ordered by how strongly the researchers Ioannis G. Tsoulos trusts endorse each paper. Same corpus, a different order for every researcher.

1. An affine scaling trust-region approach to bound-constrained nonlinear systems
2. Line search methods with variable sample size for unconstrained optimization
3. Fast Distributed Gradient Methods
4. User-Friendly Tail Bounds for Sums of Random Matrices
5. Probability inequalities for sum of bounded random variables
6. A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization (SIAM Journal on Optimization)
7. On the Use of Stochastic Hessian Information in Optimization Methods for Machine Learning
8. Sub-Sampled Newton Methods I: Globally Convergent Algorithms
9. Convergence rates of sub-sampled Newton methods
10. Exact and Inexact Subsampled Newton Methods for Optimization

Their papers

• On locating all roots of systems of nonlinear equations inside bounded domain using global optimization methods (2010) — 87 citations