Courtney Paquette
Courtney Paquette
Google Research, Brain Team
Verified email at u.washington.edu - Homepage
Title
Cited by
Cited by
Year
Efficiency of minimizing compositions of convex functions and smooth maps
D Drusvyatskiy, C Paquette
Mathematical Programming 178 (1-2), 503-558, 2019
802019
The nonsmooth landscape of phase retrieval
D Davis, D Drusvyatskiy, C Paquette
IMA Journal of Numerical Analysis 40 (4), 2652-2695, 2020
482020
Catalyst for gradient-based nonconvex optimization
C Paquette, H Lin, D Drusvyatskiy, J Mairal, Z Harchaoui
402018
Subgradient methods for sharp weakly convex functions
D Davis, D Drusvyatskiy, KJ MacPhee, C Paquette
Journal of Optimization Theory and Applications 179 (3), 962-982, 2018
292018
Catalyst acceleration for gradient-based non-convex optimization
C Paquette, H Lin, D Drusvyatskiy, J Mairal, Z Harchaoui
arXiv preprint arXiv:1703.10993, 2017
282017
A stochastic line search method with convergence rate analysis
C Paquette, K Scheinberg
arXiv preprint arXiv:1807.07994, 2018
232018
Variational analysis of spectral functions simplified
D Drusvyatskiy, C Kempton
arXiv preprint arXiv:1506.05170, 2015
162015
A stochastic line search method with expected complexity analysis
C Paquette, K Scheinberg
SIAM Journal on Optimization 30 (1), 349-376, 2020
62020
Halting Time is Predictable for Large Models: A Universality Property and Average-case Analysis
C Paquette, B van MerriŽnboer, F Pedregosa
arXiv preprint arXiv:2006.04299, 2020
12020
A termination criterion for stochastic gradient descent for binary classification
S Baghal, C Paquette, SA Vavasis
arXiv preprint arXiv:2003.10312, 2020
2020
Potential-based analyses of first-order methods for constrained and composite optimization
C Paquette, S Vavasis
arXiv preprint arXiv:1903.08497, 2019
2019
Algorithms for stochastic problems lacking convexity or smoothness
C Paquette
2019
Minimization of convex composites
C Paquette
2017
Structure and complexity in non-convex and non-smooth optimization
C Paquette
2017
Proximal methods for minimizing convex compositions
C Paquette
2016
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Articles 1–15