2016 Workshop on Optimization and Eigenvalue Computation
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Date:
June 23, 2016, Registration
June 24-26, 2016, Workshop
Venue:
Lecture Hall, Jia Yi Bing Building, 82 Jing Chun Yuan, BICMR
北京大学镜春园82号甲乙丙楼二层报告厅
Organizing Committee:
Zhaojun Bai, University of California, Davis
Yuhong Dai, Chinese Academy of Sciences
Xin Liu, Chinese Academy of Sciences
Zaiwen Wen, Peking University
Wotao Yin, University of California, Los Angeles
Yaxiang Yuan, Chinese Academy of Sciences
Scientific Committee:
Yaxiang Yuan, Chinese Academy of Sciences
Weinan E, Peking University and Princeton University
Pingwen Zhang, Peking University
Sponsors:
National Natural Science Foundation of China
Beijing International Center For Mathematical Research, Peking University
The Mathematical Programming Branch of OR Society of China
Confirmed Speakers:
Zhaojun Bai, University of California, Davis
Weizhu Bao, National University of Singapore
Xiaojun Chen, The Hong Kong Polytechnic University
Yuhong Dai, Chinese Academy of Sciences
Chao Ding, Chinese Academy of Sciences
Weiguo Gao, Fudan University
Zhongxiao Jia, Tsinghua University
Bo Jiang, The Shanghai University of Finance and Economics
Daniel Kressner, EPFL
Ren-Cang Li, University of Texas at Arlington
Xin Liu, Chinese Academy of Sciences
Lin Lin, University of California, Berkeley
Bart Vandereycken, University of Geneva
Yimin Wei, Fudan University
Zaiwen Wen, Peking University
Naihua Xiu, Beijing Jiaotong University
Yangfeng Su, Fudan University
Defeng Sun, National University of Singapore
Kim Chuan Toh, National University of Singapore
Mengdi Wang, Princeton University
Chao Yang, Lawrence Berkeley Lab
Haizhao Yang, Duke University
Qiang Ye, University of Kentucky
Wotao Yin, University of California, Los Angeles
Yin Zhang, Rice University
Aihui Zhou, Chinese Academy of Sciences
Yunkai Zhou, Southern Methodist University
Program: (Download Program in pdf file)
June 24, Friday
09:00-10:20, Session F1, Chair: Zhaojun Bai
09:00-09:40, Wotao Yin, Coordinate update algorithms
09:40-10:20, Mengdi Wang, Stochastic composition optimization: algorithms and sample complexities
10:40-12:00, Session F2, Chair: Wotao Yin
10:40-11:20, Haizhao Yang, Preconditioning orbital minimization method for planewave discretization
11:20-12:00, Lin Lin, Adaptively compressed exchange operator
13:30-15:30, Session F3, Chair: Lin Lin
13:30-14:10, Weizhu Bao, Fundamental gaps and energy asymptotics of the Gross-Pitaevskii/nonlinear Schroedinger equation with repulsive interaction
14:10-14:50, Aihui Zhou, A conjugate gradient optimization method for electronic structure calculations
14:50-15:30, Chao Yang, Solving large-scale configuration interaction eigenvalue problem
15:50-17:50, Session F4, Chair: Kim-Chuan Toh
15:50-16:30, Naihua Xiu, Solution analysis of low-rank matrix optimization
16:30-17:10, Xiaojun Chen, Sparse solutions of the LCP and low rank solutions of the semidefinite LCP
17:10-17:50, Chao Ding, Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction
June 25, Saturnday
09:00-10:20, Session S1, Chair: Qiang Ye
09:00-09:40, Bart Vandereycken, Robust methods for computing extremal points of real pseudospectra
09:40-10:20, Zhaojun Bai, Solving eigenvalue problems arising in Rayleigh quotient optimizations
10:40-12:00, Session S2, Chair: Chao Yang
10:40-11:20, Xin Liu, An efficient Gauss-Newton algorithm for symmetric low-rank product matrix approximation
11:20-12:00, Yin Zhang, Accelerating convergence by augmented Rayleigh-Ritz projections For large-scale eigenpair computation
13:30-15:30, Session S3, Chair: Defeng Sun
13:30-14:10, Bo Jiang, Tensor and its Tucker core: the invariance relationships
14:10-14:50, Yimin Wei, Generalized tensor eigenvalue problems
14:50-15:30, Daniel Kressner, Low-rank tensor completion by Riemannian optimization
15:50-17:50, Session S4, Chair: Daniel Kressner
15:50-16:30, Qiang Ye, Computing singular values of large matrices with an inverse free preconditioned Krylov subspace method
16:30-17:10, Ren-Cang Li, Nonlinear eigenvalue problems from maximizing sum of trace ratios
17:10-17:50, Zaiwen Wen, Adaptive regularized method for optimization on Riemannian manifold
June 26, Sunday
09:00-10:20, Session V1, Chair: Xiaojun Chen
09:00-09:40, Kim Chuan Toh, Fast algorithms for large scale generalized distance weighted discrimination
09:40-10:20, Defeng Sun, A two-phase proximal augmented Lagrangian method for convex quadratic semidefinite programming
10:20-12:00, Session V2, Chair: Yin Zhang
10:40-11:20, Yuhong Dai, The steepest descent and conjugate gradient methods revisited
11:20-12:00, Weiguo Gao, Algorithms for group sparsity with overlap and beyond
13:30-15:30, Session V3, Chair: Aihui Zhou
13:30-14:10, Zhongxiao Jia, The regularization theory of the Krylov iterative solvers LSQR, CGLS, LSMR and CGME for linear discrete ill-posed problems
14:10-14:50, Yunkai Zhou, Accelerating large eigenvalue calculations by spectrum-partition
14:50-15:30, Yangfeng Su, Two-level orthogonal Arnoldi procedure
Accommodation and Travel Information:
BICMR will accommodate all speakers in “Zhong Guan Xin Yuan” Hotel. By default, rooms have been booked for the arrival on June 23 and departure on June 27. The hotel is across the street of Peking University Campus, about 10-15 minutes’ walk to BICMR. If you plan to have an extended stay, please inform Jiang Hu (jianghu@pku.edu.cn) so that we can make proper arrangements.
Other participants are responsible for arranging and paying for their own reservations for hotel accommodations.
Hotel Address:
“Zhong Guan Xin Yuan” Hotel (Zhongguanyuan Global Village)
No. 216 Zhongguancun North Road, Haidian District, Beijing 100871, ChinaTel: + (86 10) 62752288
Fax: + (86 10) 62752236
Registration:
The deadline of registration is May 15th, 2016.
Contact:
Jiang Hu
Email jianghu@pku.edu.cn