Wenruo Bai

According to our database, Wenruo Bai authored at least 11 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Submodular Generalized Matching for Peptide Identification in Tandem Mass Spectrometry.

Wenruo Bai, Jeffrey A. Bilmes, William S. Noble

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Fixing Mini-batch Sequences with Hierarchical Robust Partitioning.

Shengjie Wang, Wenruo Bai, Chandrashekhar Lavania, Jeff A. Bilmes

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Greed is Still Good: Maximizing Monotone Submodular+Supermodular Functions.

Wenruo Bai, Jeffrey A. Bilmes

CoRR, 2018

Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions.

Wenruo Bai, William Stafford Noble, Jeff A. Bilmes

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions.

Wenruo Bai, Jeffrey A. Bilmes

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Deep Submodular Functions.

Jeffrey A. Bilmes, Wenruo Bai

CoRR, 2017

2016

Algorithms for Optimizing the Ratio of Submodular Functions.

Wenruo Bai, Rishabh K. Iyer, Kai Wei, Jeff A. Bilmes

Proceedings of the 33nd International Conference on Machine Learning, 2016

Bipartite matching generalizations for peptide identification in tandem mass spectrometry.

Wenruo Bai, Jeffrey A. Bilmes, William S. Noble

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation.

Kai Wei, Rishabh K. Iyer, Shengjie Wang, Wenruo Bai, Jeff A. Bilmes

CoRR, 2015

Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications.

Kai Wei, Rishabh K. Iyer, Shengjie Wang, Wenruo Bai, Jeff A. Bilmes

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

A generic framework for data acquisition and transmission.

Wenruo Bai, Ningbo Wang, Junchao Zhu, Baofeng Zhang

Adv. Eng. Softw., 2014