optsuite
Zaiwen Wen is a Professor at Peking University. His research interests include optimization algorithms and theory and their applications in machine learning.
Peking UniversityBeijing, China
Pinned Repositories
optsuite's Repositories
optsuite/OptM
A feasible method for optimization with orthogonality constraints
optsuite/optlib
optsuite/ARNT
Adaptive Regularized Newton Method for Riemannian Optimization
optsuite/MCPG
optsuite/LMaFit
optsuite/SSNLP
a semi-smooth Newton method for LP
optsuite/ASQN
optsuite/O2O
optsuite/PFOpt
Polynomial-filtered optimization solvers.
optsuite/ssm-Newton-l1
optsuite/MGLS
A package in MATLAB for multigrid/mutilevel optimization.
optsuite/NGPlus
NG+: A new second-order optimizer for deep learning
optsuite/RBR
A fast implementation of Row-By-Row (RBR) method for community detection type problems.
optsuite/RNGD
optsuite/SENG
An implementation of second-order optimizer SENG.
optsuite/Arrabit
Augmented Rayleigh-Ritz (ARR) And Block Iteration for large-cale eigenpair computation
optsuite/LMSVD
Limited Memory Block Krylov Subspace Optimization for Computing Dominant Singular Value Decompositions
optsuite/SSNSDP