Bo Jiang

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 19

Top Topics

Convex Optimization

Approximation Algorithms

Top Venues

Math. Oper. Res.

J. Glob. Optim.

Publications

Chang He, Bo Jiang, Xihua Zhu
Quaternion matrix decomposition and its theoretical implications. J. Glob. Optim. 87 (2) (2023)
Simai He, Haodong Hu, Bo Jiang, Zhening Li
Approximating Tensor Norms via Sphere Covering: Bridging the Gap between Primal and Dual. SIAM J. Optim. 33 (3) (2023)
Xihua Zhu, Jiangze Han, Bo Jiang
An adaptive high order method for finding third-order critical points of nonconvex optimization. J. Glob. Optim. 84 (2) (2022)
Xi Chen, Bo Jiang, Tianyi Lin, Shuzhong Zhang
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling. J. Mach. Learn. Res. 23 (2022)
Bo Jiang, Haoyue Wang, Shuzhong Zhang
An Optimal High-Order Tensor Method for Convex Optimization. Math. Oper. Res. 46 (4) (2021)
Xi Chen, Simai He, Bo Jiang, Christopher Thomas Ryan, Teng Zhang
The Discrete Moment Problem with Nonconvex Shape Constraints. Oper. Res. 69 (1) (2021)
Bo Jiang, Tianyi Lin, Shuzhong Zhang
A Unified Adaptive Tensor Approximation Scheme to Accelerate Composite Convex Optimization. SIAM J. Optim. 30 (4) (2020)
Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Comput. Optim. Appl. 72 (1) (2019)
Alexander V. Gasnikov, Pavel E. Dvurechensky, Eduard A. Gorbunov, Evgeniya A. Vorontsova, Daniil Selikhanovych, César A. Uribe, Bo Jiang, Haoyue Wang, Shuzhong Zhang, Sébastien Bubeck, Qijia Jiang, Yin Tat Lee, Yuanzhi Li, Aaron Sidford
Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives. COLT (2019)
Bo Jiang, Haoyue Wang, Shuzhong Zhang
An Optimal High-Order Tensor Method for Convex Optimization. COLT (2019)
Jason L. Causey, Junyu Zhang, Shiqian Ma, Bo Jiang, Jake A. Qualls, David G. Politte, Fred W. Prior, Shuzhong Zhang, Xiuzhen Huang
Highly accurate model for prediction of lung nodule malignancy with CT scans. CoRR (2018)
Xiang Gao, Bo Jiang, Shuzhong Zhang
On the Information-Adaptive Variants of the ADMM: An Iteration Complexity Perspective. J. Sci. Comput. 76 (1) (2018)
Bo Jiang, Shiqian Ma, Shuzhong Zhang
Low-M-Rank Tensor Completion and Robust Tensor PCA. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Taoran Fu, Bo Jiang, Zhening Li
Approximation algorithms for optimization of real-valued general conjugate complex forms. J. Glob. Optim. 70 (1) (2018)
Bo Jiang, Fan Yang, Shuzhong Zhang
Tensor and its tucker core: The invariance relationships. Numer. Linear Algebra Appl. 24 (3) (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
On Cones of Nonnegative Quartic Forms. Found. Comput. Math. 17 (1) (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations. SIAM J. Matrix Anal. Appl. 37 (1) (2016)
Bo Jiang, Fan Yang, Shuzhong Zhang
Tensor and Its Tucker Core: the Invariance Relationships. CoRR (2016)
Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis. CoRR (2016)
Bo Jiang, Shiqian Ma, Shuzhong Zhang
Tensor principal component analysis via convex optimization. Math. Program. 150 (2) (2015)
Bo Jiang, Simai He, Zhening Li, Shuzhong Zhang
Moments Tensors, Hilbert's Identity, and k-wise Uncorrelated Random Variables. Math. Oper. Res. 39 (3) (2014)
Bo Jiang, Zhening Li, Shuzhong Zhang
Approximation methods for complex polynomial optimization. Comput. Optim. Appl. 59 (1-2) (2014)
Simai He, Bo Jiang, Zhening Li, Shuzhong Zhang
Probability Bounds for Polynomial Functions in Random Variables. Math. Oper. Res. 39 (3) (2014)