Sebastian Tay

According to our database, Sebastian Tay authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

A Unified Framework for Bayesian Optimization under Contextual Uncertainty.

Sebastian Shenghong Tay, Chuan-Sheng Foo, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Bayesian Optimization with Cost-varying Variable Subsets.

Sebastian Tay, Chuan Sheng Foo, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Batch Bayesian Optimization For Replicable Experimental Design.

Zhongxiang Dai, Quoc Phong Nguyen, Sebastian Tay, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low, Patrick Jaillet

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities.

Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan Sheng Foo, Bryan Kian Hsiang Low

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity.

Sebastian Shenghong Tay, Chuan Sheng Foo, Daisuke Urano, Richalynn Leong, Bryan Kian Hsiang Low

Proceedings of the International Conference on Machine Learning, 2022

Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards.

Sebastian Shenghong Tay, Xinyi Xu, Chuan Sheng Foo, Bryan Kian Hsiang Low

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Top-k Ranking Bayesian Optimization.

Quoc Phong Nguyen, Sebastian Tay, Bryan Kian Hsiang Low, Patrick Jaillet

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021