Wenruo Bai

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 8

Top Topics

Greedy Algorithm

Bipartite Matching

Submodular Functions

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Wenruo Bai, Jeffrey A. Bilmes, William S. Noble
Submodular Generalized Matching for Peptide Identification in Tandem Mass Spectrometry. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (4) (2019)
Shengjie Wang, Wenruo Bai, Chandrashekhar Lavania, Jeff A. Bilmes
Fixing Mini-batch Sequences with Hierarchical Robust Partitioning. AISTATS (2019)
Wenruo Bai, Jeffrey A. Bilmes
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions. ICML (2018)
Wenruo Bai, Jeffrey A. Bilmes
Greed is Still Good: Maximizing Monotone Submodular+Supermodular Functions. CoRR (2018)
Wenruo Bai, William Stafford Noble, Jeff A. Bilmes
Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions. NeurIPS (2018)
Jeffrey A. Bilmes, Wenruo Bai
Deep Submodular Functions. CoRR (2017)
Wenruo Bai, Jeffrey A. Bilmes, William S. Noble
Bipartite matching generalizations for peptide identification in tandem mass spectrometry. BCB (2016)
Wenruo Bai, Rishabh K. Iyer, Kai Wei, Jeff A. Bilmes
Algorithms for Optimizing the Ratio of Submodular Functions. ICML (2016)
Kai Wei, Rishabh K. Iyer, Shengjie Wang, Wenruo Bai, Jeff A. Bilmes
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation. CoRR (2015)
Kai Wei, Rishabh K. Iyer, Shengjie Wang, Wenruo Bai, Jeff A. Bilmes
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications. NIPS (2015)
Wenruo Bai, Ningbo Wang, Junchao Zhu, Baofeng Zhang
A generic framework for data acquisition and transmission. Adv. Eng. Softw. 68 (2014)