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Yiwei Bai
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VerSe: a vertebrae labelling and segmentation benchmark for multi-detector CT images
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
Medical image analysis 73, 102166, 2021
1692021
Automating crystal-structure phase mapping by combining deep learning with constraint reasoning
D Chen, Y Bai, S Ament, W Zhao, D Guevarra, L Zhou, B Selman, ...
Nature Machine Intelligence 3 (9), 812-822, 2021
482021
Deep reasoning networks for unsupervised pattern de-mixing with constraint reasoning
D Chen, Y Bai, W Zhao, S Ament, J Gregoire, C Gomes
International Conference on Machine Learning, 1500-1509, 2020
48*2020
A study of ai population dynamics with million-agent reinforcement learning
Y Yang, L Yu, Y Bai, J Wang, W Zhang, Y Wen, Y Yu
arXiv preprint arXiv:1709.04511, 2017
43*2017
Fairness of exposure in stochastic bandits
L Wang, Y Bai, W Sun, T Joachims
International Conference on Machine Learning, 10686-10696, 2021
382021
Batch learning from bandit feedback through bias corrected reward imputation
L Wang, Y Bai, A Bhalla, T Joachims
ICML Workshop on Real-World Sequential Decision Making, 2019
122019
CLR-DRNets: Curriculum learning with restarts to solve visual combinatorial games
Y Bai, D Chen, CP Gomes
27th International Conference on Principles and Practice of Constraint …, 2021
82021
Unsupervised learning for solving the travelling salesman problem
Y Min, Y Bai, CP Gomes
Advances in Neural Information Processing Systems 36, 2024
72024
Scalable relaxations of sparse packing constraints: optimal biocontrol in predator-prey networks
J Bjorck, Y Bai, X Wu, Y Xue, M Whitmore, C Gomes
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
52018
Deep learning with citizen science data enables estimation of species diversity and composition at continental extents
CL Davis, Y Bai, D Chen, O Robinson, V Ruiz‐Gutierrez, CP Gomes, ...
Ecology 104 (12), e4175, 2023
32023
Efficiently Approximating High-Dimensional Pareto Frontiers for Tree-Structured Networks Using Expansion and Compression
Y Bai, Q Shi, M Grimson, A Flecker, CP Gomes
International Conference on Integration of Constraint Programming …, 2023
2023
Detecting aquaculture with deep learning in a low-data setting.
L Greenstreet, J Fan, FS Pacheco, Y Bai, ME Ummus, C Doria, NO Barros, ...
In: SIGKDD FRAGILE EARTH WORKSHOP, 2023, Long Beach., 2023
2023
Deep Unsupervised Models Leveraging Learning and Reasoning
Y Bai
Cornell University, 2023
2023
Scaling Up the Pareto Frontier for Tree Structures with Affine Transformations
M Grimson, Q Shi, Y Bai, A Flecker, CP Gomes
2023
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems
Y Bai, W Zhao, CP Gomes
arXiv preprint arXiv:2102.03002, 2021
2021
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