hiroyuki-kasai
Research interests include machine learning, optimization and multimedia signal processing.
Ph.D, Professor, WASEDA UniversityTokyo, JAPAN
Pinned Repositories
ClassifierToolbox
A MATLAB toolbox for classifier: Version 1.0.7
GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
HybridPrecodingOpt
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
hiroyuki-kasai's Repositories
hiroyuki-kasai/NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
hiroyuki-kasai/SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
hiroyuki-kasai/ClassifierToolbox
A MATLAB toolbox for classifier: Version 1.0.7
hiroyuki-kasai/HybridPrecodingOpt
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
hiroyuki-kasai/RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
hiroyuki-kasai/GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
hiroyuki-kasai/SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
hiroyuki-kasai/OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
hiroyuki-kasai/SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
hiroyuki-kasai/SSPW-kmeans
Sparse simplex projection-based Wasserstein k-means
hiroyuki-kasai/CI-GMVC
Consistency-aware and inconsistency-aware graph-based multi-view clustering
hiroyuki-kasai/Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
hiroyuki-kasai/SROT
Library of Semi-Relaxed Optimal Transport
hiroyuki-kasai/SVRMU
MATLAB code for stochastic variance reduced multiplicative updates (SVRMU) for NMF 1.0.0
hiroyuki-kasai/Low-Rank-Tensor-Completion
hiroyuki-kasai/OptSuite
hiroyuki-kasai/OT-Flow
PyTorch implementation of the OT-Flow approach in arXiv:2006.00104