SPTM-P7.8
ALTPROJ-MIN: A PROJECTION-BASED ALTERNATING MINIMIZATION ALGORITHM FOR LOW-RANK MATRIX RECOVERY
Gaojun Dong, Shuang Li, Iowa State University, United States of America
Session:
SPTM-P7: Matrix and tensor factorization and completion Poster
Track:
Signal Processing Theory and Methods [TM]
Location:
Poster Area 1
Presentation Time:
Wed, 6 May, 09:00 - 11:00
Presentation
Discussion
Resources
No resources available.
Session SPTM-P7
SPTM-P7.1: TRINET: A NOVEL AND MEMORY-EFFICIENT TENSOR NETWORK FOR HIGHER-ORDER TENSOR DECOMPOSITION
Thi Ngoc Lan Nguyen, Thanh Trung Le, Linh Trung Nguyen, VNU University of Engineering and Technology, Vietnam National University, Hanoi, Viet Nam; Karim Abed-Meraim, University of Orleans, France
SPTM-P7.2: Error Bound Based Exact Penalization for Cardinality-Constrained Clustering
Yongtai Yin, Junbin Liu, Wing Kin Ma, The Chinese University of Hong Kong, Hong Kong
SPTM-P7.3: Local Rate Analysis of Scaled Gradient Descent for Matrix Completion
Matthew Callahan, Raviv Raich, Oregon State University, United States of America
SPTM-P7.4: Parallel Randomized Coordinate Descent for Matrix Completion with Convergence Guarantees
Matthew Callahan, Raviv Raich, Oregon State University, United States of America
SPTM-P7.5: Encoder-Decoder Symmetric Nonnegative Matrix Tri-Factorization for Graph Clustering
Amjad Seyedi, Nicolas Gillis, University of Mons, Belgium
SPTM-P7.6: SUPER-MULTIPLICATIVE NMF AND GENERIC ALGORITHMS WITH IMPROVED CONVERGENCE SPEED
Yannick Deville, University of Toulouse, France; Guillaume Faury, CNRS, France
SPTM-P7.7: LANDSCAPE ANALYSIS OF SIMULTANEOUS BLIND DECONVOLUTION AND PHASE RETRIEVAL
Xiao Liang, Iowa State University, United States of America; Zhen Qin, University of Michigan, United States of America; Zhihui Zhu, Ohio State University, United States of America; Shuang Li, Iowa State University, United States of America
SPTM-P7.8: ALTPROJ-MIN: A PROJECTION-BASED ALTERNATING MINIMIZATION ALGORITHM FOR LOW-RANK MATRIX RECOVERY
Gaojun Dong, Shuang Li, Iowa State University, United States of America
SPTM-P7.9: Deep Tensor Completion for Fast Direct Position Determination
Hongcheng Dong, The Chinese University of Hong Kong, Shenzhen, China; Wenqiang Pu, Rui Zhou, Shenzhen Research Institute of Big Data, China; Feng Yin, The Chinese University of Hong Kong, Shenzhen, China; Xiao Fu, Oregon State University, United States of America
SPTM-P7.10: Efficient Subset Selection-based Algorithms for Factorizing Low-Rank Matrices with Application to Robust PCA
Maboud F. Kaloorazi, Xi’an Shiyou University, China; Jie Chen, Northwestern Polytechnical University, China; Susanto Rahardja, Zhejiang University, China
Contacts