| Complexity analysis of second-order line-search algorithms for smooth nonconvex optimization CW Royer, SJ Wright SIAM Journal on Optimization 28 (2), 1448-1477, 2018 | 109 | 2018 |
| Direct search based on probabilistic descent S Gratton, CW Royer, LN Vicente, Z Zhang SIAM Journal on Optimization 25 (3), 1515-1541, 2015 | 99 | 2015 |
| A Newton-CG algorithm with complexity guarantees for smooth unconstrained optimization CW Royer, M O’Neill, SJ Wright Mathematical Programming 180 (1), 451-488, 2020 | 97 | 2020 |
| Complexity and global rates of trust-region methods based on probabilistic models S Gratton, CW Royer, LN Vicente, Z Zhang IMA Journal of Numerical Analysis 38 (3), 1579-1597, 2018 | 72 | 2018 |
| Trust-Region Newton-CG with Strong Second-Order Complexity Guarantees for Nonconvex Optimization FE Curtis, DP Robinson, CW Royer, SJ Wright SIAM Journal on Optimization 31 (1), 518-544, 2021 | 36 | 2021 |
| Direct search based on probabilistic feasible descent for bound and linearly constrained problems S Gratton, CW Royer, LN Vicente, Z Zhang Computational Optimization and Applications 72 (3), 525-559, 2019 | 31 | 2019 |
| A subsampling line-search method with second-order results EH Bergou, Y Diouane, V Kunc, V Kungurtsev, CW Royer INFORMS Journal on Optimization 4 (4), 403-425, 2022 | 29 | 2022 |
| A decoupled first/second-order steps technique for nonconvex nonlinear unconstrained optimization with improved complexity bounds S Gratton, CW Royer, LN Vicente Mathematical Programming, 1-28, 2018 | 24 | 2018 |
| A stochastic Levenberg-Marquardt method using random models with complexity results and application to data assimilation E Bergou, Y Diouane, V Kungurtsev, CW Royer SIAM/ASA Journal on Uncertainty Quantification 10 (1), 507-536, 2022 | 21* | 2022 |
| Direct search based on probabilistic descent in reduced spaces L Roberts, CW Royer SIAM Journal on Optimization 33 (4), 3057-3082, 2023 | 17 | 2023 |
| A second-order globally convergent direct-search method and its worst-case complexity S Gratton, CW Royer, LN Vicente Optimization 65 (6), 1105-1128, 2016 | 16 | 2016 |
| A nonlinear conjugate gradient method with complexity guarantees and its application to nonconvex regression R Chan--Renous-Legoubin, CW Royer EURO Journal on Computational Optimization 10, 100044, 2022 | 15* | 2022 |
| On averaging the best samples in evolutionary computation L Meunier, Y Chevaleyre, J Rapin, CW Royer, O Teytaud Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020 | 7 | 2020 |
| Expected decrease for derivative-free algorithms using random subspaces W Hare, L Roberts, C Royer Mathematics of Computation, 2024 | 2 | 2024 |
| Using orthogonally structured positive bases for constructing positive k-spanning sets with cosine measure guarantees W Hare, G Jarry-Bolduc, S Kerleau, CW Royer Linear Algebra and its Applications 680, 183-207, 2024 | 2 | 2024 |
| A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems EH Bergou, Y Diouane, V Kungurtsev, CW Royer SIAM Journal on Scientific Computing 43 (5), S743-S766, 2021 | 2* | 2021 |
| Derivative-free optimization methods based on probabilistic and deterministic properties: complexity analysis and numerical relevance CW Royer Université Paul Sabatier-Toulouse III, 2016 | 2 | 2016 |
| Revisiting Theoretical Guarantees of Direct-Search Methods KJ Dzahini, F Rinaldi, CW Royer, D Zeffiro arXiv preprint arXiv:2403.05322, 2024 | 1 | 2024 |
| Detecting negative eigenvalues of exact and approximate Hessian matrices in optimization W Hare, CW Royer Optimization Letters 17 (8), 1739-1756, 2023 | 1 | 2023 |
| Riemannian trust-region methods for strict saddle functions with complexity guarantees F Goyens, CW Royer arXiv preprint arXiv:2402.07614, 2024 | | 2024 |
Serge GrattonToulouse INP - IRIT - Scientific Director ANITI在 enseeiht.fr 的电子邮件经过验证
