Russell Stewart

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Structured Prediction

Domain Knowledge

Efficient Learning

Top Venues

Comput. Oper. Res.

Publications

Russell Stewart, Andrea Raith, Oliver Sinnen
Optimising makespan and energy consumption in task scheduling for parallel systems. Comput. Oper. Res. 154 (2023)
Ruiyang Zhao, Burhaneddin Yaman, Yuxin Zhang, Russell Stewart, Austin Dixon, Florian Knoll, Zhengnan Huang, Yvonne W. Lui, Michael S. Hansen, Matthew P. Lungren
fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data. CoRR (2021)
Yilun Xu, Shengjia Zhao, Jiaming Song, Russell Stewart, Stefano Ermon
A Theory of Usable Information Under Computational Constraints. CoRR (2020)
Yilun Xu, Shengjia Zhao, Jiaming Song, Russell Stewart, Stefano Ermon
A Theory of Usable Information under Computational Constraints. ICLR (2020)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Adversarial Constraint Learning for Structured Prediction. CoRR (2018)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Adversarial Constraint Learning for Structured Prediction. IJCAI (2018)
Hongyu Ren, Russell Stewart, Jiaming Song, Volodymyr Kuleshov, Stefano Ermon
Learning with Weak Supervision from Physics and Data-Driven Constraints. AI Mag. 39 (1) (2018)
Russell Stewart, Stefano Ermon
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge. AAAI (2017)
Jiaming Song, Russell Stewart, Shengjia Zhao, Stefano Ermon
On the Limits of Learning Representations with Label-Based Supervision. CoRR (2017)
Russell Stewart, Mykhaylo Andriluka, Andrew Y. Ng
End-to-End People Detection in Crowded Scenes. CVPR (2016)
Russell Stewart, Stefano Ermon
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge. CoRR (2016)
Russell Stewart, Mykhaylo Andriluka
End-to-end people detection in crowded scenes. CoRR (2015)