Soft constrained leading voice separation with music score guidance. - Renbo Zhao; Siu Wa Lee; Dong-Yan Huang; Minghui Dong (ISCSLP, 2014)

Online Nonnegative Matrix Factorization with General Divergences. - Renbo Zhao; Vincent Yan Fu Tan; Huan Xu (AISTATS, 2017)

A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. - Renbo Zhao; Vincent Y. F. Tan (ICASSP, 2017)

Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (UAI, 2017)

A Unified Framework for Stochastic Matrix Factorization via Variance Reduction. - Renbo Zhao; William B. Haskell 001; Jiashi Feng (CoRR, 2017)

Adversarial Top-K Ranking. - Changho Suh; Vincent Y. F. Tan; Renbo Zhao (IEEE Trans. Inf. Theory, 2017)

Online Nonnegative Matrix Factorization With Outliers. - Renbo Zhao; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2017)

Stochastic Three-Composite Convex Minimization with a Linear Operator. - Renbo Zhao; Volkan Cevher (AISTATS, 2018)

Structured sparse K-means clustering via Laplacian smoothing. - Weikang Gong; Renbo Zhao; Stefan Grünewald (Pattern Recognit. Lett., 2018)

Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2018)

A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. - Renbo Zhao; Vincent Y. F. Tan (IEEE Trans. Signal Process., 2018)

An Optimal Algorithm for Stochastic Three-Composite Optimization. - Renbo Zhao; William B. Haskell 001; Vincent Y. F. Tan (AISTATS, 2019)

Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe. - Renbo Zhao; Niccolò Dalmasso; Mohsen Ghassemi; Vamsi K. Potluru; Tucker Balch; Manuela Veloso (CoRR, 2022)

Accelerated Stochastic Algorithms for Convex-Concave Saddle-Point Problems. - Renbo Zhao (Math. Oper. Res., 2022)

Efficient Event Series Data Modeling via First-Order Constrained Optimization. - Niccolò Dalmasso; Renbo Zhao; Mohsen Ghassemi; Vamsi K. Potluru; Tucker Balch; Manuela Veloso (ICAIF, 2023)

Convergence rate analysis of the multiplicative gradient method for PET-type problems. - Renbo Zhao (Oper. Res. Lett., 2023)

Analysis of the Frank-Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier. - Renbo Zhao; Robert M. Freund (Math. Program., 2023)

A generalized Frank-Wolfe method with "dual averaging" for strongly convex composite optimization. - Renbo Zhao; Qiuyun Zhu (Optim. Lett., 2023)

A Primal-Dual Smoothing Framework for Max-Structured Non-Convex Optimization. - Renbo Zhao (Math. Oper. Res., 2024)

An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems. - Le Thi Khanh Hien; Renbo Zhao; William B. Haskell 001 (J. Optim. Theory Appl., 2024)