Robert Mansel Gower
Robert Mansel Gower
Assistant Professor @ Télécom Paris
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα telecom-paristech.fr - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Randomized iterative methods for linear systems
RM Gower, P Richtárik
SIAM Journal on Matrix Analysis and Applications 36 (4), 1660-1690, 2015
1822015
Stochastic block BFGS: Squeezing more curvature out of data
R Gower, D Goldfarb, P Richtárik
International Conference on Machine Learning, 1869-1878, 2016
1252016
SGD: General analysis and improved rates
RM Gower, N Loizou, X Qian, A Sailanbayev, E Shulgin, P Richtárik
Proceedings of the 36 the International Conference on Machine Learning, 2019
1032019
Randomized quasi-Newton updates are linearly convergent matrix inversion algorithms
RM Gower, P Richtárik
SIAM Journal on Matrix Analysis and Applications 38 (4), 1380-1409, 2017
612017
Stochastic dual ascent for solving linear systems
RM Gower, P Richtárik
arXiv preprint arXiv:1512.06890, 2015
582015
Stochastic quasi-gradient methods: Variance reduction via Jacobian sketching
RM Gower, P Richtárik, F Bach
Mathematical Programming, 2020
572020
Accelerated stochastic matrix inversion: general theory and speeding up BFGS rules for faster second-order optimization
RM Gower, F Hanzely, P Richtárik, S Stich
arXiv preprint arXiv:1802.04079, 2018
342018
Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods
R Gower, N Le Roux, F Bach
International Conference on Artificial Intelligence and Statistics, 707-715, 2018
212018
A new framework for the computation of Hessians
RM Gower, MP Mello
Optimization Methods and Software 27 (2), 251-273, 2012
202012
Optimal mini-batch and step sizes for SAGA
N Gazagnadou, R Gower, J Salmon
International conference on machine learning, 2142-2150, 2019
182019
Rsn: Randomized subspace newton
RM Gower, D Kovalev, F Lieder, P Richtárik
arXiv preprint arXiv:1905.10874, 2019
172019
Linearly convergent randomized iterative methods for computing the pseudoinverse
RM Gower, P Richtárik
arXiv preprint arXiv:1612.06255, 2016
172016
Stochastic algorithms for entropy-regularized optimal transport problems
BK Abid, R Gower
International Conference on Artificial Intelligence and Statistics, 1505-1512, 2018
152018
Variance-reduced methods for machine learning
RM Gower, M Schmidt, F Bach, P Richtarik
Proceedings of the IEEE 108 (11), 1968-1983, 2020
122020
Action constrained quasi-Newton methods
RM Gower, J Gondzio
arXiv preprint arXiv:1412.8045, 2014
112014
Higher-order Reverse Automatic Differentiation with emphasis on the third-order.
R Gower, AL Gower
92013
Sketch and project: randomized iterative methods for linear systems and inverting matrices
RM Gower
arXiv preprint arXiv:1612.06013, 2016
82016
Hessian matrices via automatic differentiation
RM Gower, MP Mello
Universidade Estadual de Campinas, Instituto de Matemática, Estatística e …, 2010
72010
Adaptive sketch-and-project methods for solving linear systems
R Gower, D Molitor, J Moorman, D Needell
arXiv preprint arXiv:1909.03604, 2019
62019
Computing the sparsity pattern of Hessians using automatic differentiation
RM Gower, MP Mello
ACM Transactions on Mathematical Software (TOMS) 40 (2), 1-15, 2014
62014
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