Projective splitting with forward steps PR Johnstone, J Eckstein Mathematical Programming, 1-40, 2022 | 33* | 2022 |
Local and global convergence of a general inertial proximal splitting scheme for minimizing composite functions PR Johnstone, P Moulin Computational Optimization and Applications 67 (2), 259-292, 2017 | 33* | 2017 |
Faster subgradient methods for functions with Hölderian growth PR Johnstone, P Moulin Mathematical Programming 180 (1-2), 417-450, 2020 | 27 | 2020 |
Convergence rates for projective splitting PR Johnstone, J Eckstein SIAM Journal on Optimization 29 (3), 1931-1957, 2019 | 14 | 2019 |
Single-forward-step projective splitting: exploiting cocoercivity PR Johnstone, J Eckstein Computational Optimization and Applications 78 (1), 125-166, 2021 | 12 | 2021 |
Projective splitting with forward steps only requires continuity PR Johnstone, J Eckstein Optimization Letters 14, 229-247, 2020 | 6 | 2020 |
Convergence of an inertial proximal method for l1-regularized least-squares PR Johnstone, P Moulin 2015 IEEE international conference on acoustics, speech and signal …, 2015 | 6 | 2015 |
Convergence rates of inertial splitting schemes for nonconvex composite optimization PR Johnstone, P Moulin 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 5 | 2017 |
Inertial iterative thresholding with applications to sparse and low-rank signal recovery P Johnstone University of Illinois at Urbana-Champaign, 2014 | 2 | 2014 |
Kullback-Leibler divergence and the central limit theorem P Moulin, PR Johnstone UCSD Information Theory and Applications Workshop, 2014 | 2 | 2014 |
RFIT: a new algorithm for matrix rank minimization PR Johnstone, A Emad, O Milenkovic, P Moulin The 5th Workshop on Signal Processing with Adaptive Sparse Structured …, 2013 | 2 | 2013 |
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers PR Johnstone, J Eckstein, T Flynn, S Yoo arXiv preprint arXiv:2106.13067, 2021 | 1 | 2021 |
Strong large deviations for Rao test score and GLRT in exponential families P Moulin, PR Johnstone 2015 IEEE International Symposium on Information Theory (ISIT), 779-783, 2015 | 1 | 2015 |
Accelerated first-order optimization methods using inertia and error bounds PR Johnstone | | 2017 |
Local Linear Convergence of FISTA for Sparse Optimization PR Johnstone, P Moulin | | |