Renbo Zhao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Convex Minimization

Convergence Rate

Nonnegative Matrix Factorization

Top Venues

IEEE Trans. Signal Process.

Publications

Le Thi Khanh Hien, Renbo Zhao, William B. Haskell
An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems. J. Optim. Theory Appl. 200 (1) (2024)
Renbo Zhao, Qiuyun Zhu
A generalized Frank-Wolfe method with "dual averaging" for strongly convex composite optimization. Optim. Lett. 17 (7) (2023)
Niccolò Dalmasso, Renbo Zhao, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso
Efficient Event Series Data Modeling via First-Order Constrained Optimization. ICAIF (2023)
Renbo Zhao, Robert M. Freund
Analysis of the Frank-Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier. Math. Program. 199 (1) (2023)
Renbo Zhao
Convergence rate analysis of the multiplicative gradient method for PET-type problems. Oper. Res. Lett. 51 (1) (2023)
Renbo Zhao, Niccolò Dalmasso, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe. CoRR (2022)
Renbo Zhao
Accelerated Stochastic Algorithms for Convex-Concave Saddle-Point Problems. Math. Oper. Res. 47 (2) (2022)
Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
An Optimal Algorithm for Stochastic Three-Composite Optimization. AISTATS (2019)
Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. IEEE Trans. Signal Process. 66 (5) (2018)
Renbo Zhao, Volkan Cevher
Stochastic Three-Composite Convex Minimization with a Linear Operator. AISTATS (2018)
Weikang Gong, Renbo Zhao, Stefan Grünewald
-means clustering via Laplacian smoothing. Pattern Recognit. Lett. 112 (2018)
Renbo Zhao, Vincent Y. F. Tan
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 66 (1) (2018)
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
Adversarial Top-K Ranking. IEEE Trans. Inf. Theory 63 (4) (2017)
Renbo Zhao, Vincent Y. F. Tan
Online Nonnegative Matrix Factorization With Outliers. IEEE Trans. Signal Process. 65 (3) (2017)
Renbo Zhao, William B. Haskell, Jiashi Feng
A Unified Framework for Stochastic Matrix Factorization via Variance Reduction. CoRR (2017)
Renbo Zhao, Vincent Yan Fu Tan, Huan Xu
Online Nonnegative Matrix Factorization with General Divergences. AISTATS (2017)
Renbo Zhao, Vincent Y. F. Tan
A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. ICASSP (2017)
Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. UAI (2017)
Renbo Zhao, William B. Haskell, Vincent Y. F. Tan
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. CoRR (2017)
Changho Suh, Vincent Y. F. Tan, Renbo Zhao
Adversarial Top-$K$ Ranking. CoRR (2016)
Renbo Zhao, Vincent Y. F. Tan, Huan Xu
Online Nonnegative Matrix Factorization with General Divergences. CoRR (2016)
Renbo Zhao, Vincent Y. F. Tan
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Nonnegative Matrix Factorization. CoRR (2016)
Renbo Zhao, Vincent Y. F. Tan
Online nonnegative matrix factorization with outliers. ICASSP (2016)
Renbo Zhao, Vincent Y. F. Tan
Online Nonnegative Matrix Factorization with Outliers. CoRR (2016)
Renbo Zhao, Siu Wa Lee, Dong-Yan Huang, Minghui Dong
Soft constrained leading voice separation with music score guidance. ISCSLP (2014)