Bo Jiang

Orcid: 0000-0002-8924-3185

Affiliations:
  • Shanghai University of Finance and Economics, School of Information Management and Engineering, China
  • University of Minnesota, Minneapolis, MN, USA (PhD 2013)


According to our database1, Bo Jiang authored at least 23 papers between 2012 and 2023.

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Bibliography

2023
Quaternion matrix decomposition and its theoretical implications.
J. Glob. Optim., November, 2023

Approximating Tensor Norms via Sphere Covering: Bridging the Gap between Primal and Dual.
SIAM J. Optim., September, 2023

2022
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling.
J. Mach. Learn. Res., 2022

An adaptive high order method for finding third-order critical points of nonconvex optimization.
J. Glob. Optim., 2022

2021
An Optimal High-Order Tensor Method for Convex Optimization.
Math. Oper. Res., 2021

The Discrete Moment Problem with Nonconvex Shape Constraints.
Oper. Res., 2021

2020
A Unified Adaptive Tensor Approximation Scheme to Accelerate Composite Convex Optimization.
SIAM J. Optim., 2020

2019
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis.
Comput. Optim. Appl., 2019

Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives.
Proceedings of the Conference on Learning Theory, 2019

2018
Low-M-Rank Tensor Completion and Robust Tensor PCA.
IEEE J. Sel. Top. Signal Process., 2018

On the Information-Adaptive Variants of the ADMM: An Iteration Complexity Perspective.
J. Sci. Comput., 2018

Approximation algorithms for optimization of real-valued general conjugate complex forms.
J. Glob. Optim., 2018

Highly accurate model for prediction of lung nodule malignancy with CT scans.
CoRR, 2018

2017
Tensor and its tucker core: The invariance relationships.
Numer. Linear Algebra Appl., 2017

On Cones of Nonnegative Quartic Forms.
Found. Comput. Math., 2017

2016
Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations.
SIAM J. Matrix Anal. Appl., 2016

Tensor models: solution methods and applications.
Proceedings of the Big Data over Networks, 2016

2015
Tensor principal component analysis via convex optimization.
Math. Program., 2015

2014
Moments Tensors, Hilbert's Identity, and k-wise Uncorrelated Random Variables.
Math. Oper. Res., 2014

Probability Bounds for Polynomial Functions in Random Variables.
Math. Oper. Res., 2014

Approximation methods for complex polynomial optimization.
Comput. Optim. Appl., 2014

2013
Ambiguity Function Shaping for Cognitive Radar Via Complex Quartic Optimization.
IEEE Trans. Signal Process., 2013

2012
A cognitive approach for ambiguity function shaping.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012


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