Robert M. Lee

According to our database1, Robert M. Lee authored at least 15 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2018
2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Dependence in constrained Bayesian optimization.
Optim. Lett., July, 2024

BoFire: Bayesian Optimization Framework Intended for Real Experiments.
CoRR, 2024

System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization.
CoRR, 2024

Scalarisation-based risk concepts for robust multi-objective optimisation.
CoRR, 2024

Random Pareto front surfaces.
CoRR, 2024

Transition Constrained Bayesian Optimization via Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization.
Comput. Chem. Eng., April, 2023

Practical Path-based Bayesian Optimization.
CoRR, 2023

Multi-Objective Optimization Using the R2 Utility.
CoRR, 2023

2022
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SnAKe: Bayesian Optimization with Pathwise Exploration.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded.
INFORMS J. Comput., 2021

Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles.
CoRR, 2021

ENTMOOT: A framework for optimization over ensemble tree models.
Comput. Chem. Eng., 2021

2018
Optimization with Gradient-Boosted Trees and Risk Control.
CoRR, 2018


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