Samuel Daulton
According to our database1,
Samuel Daulton
authored at least 16 papers
between 2017 and 2024.
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2024
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Bibliography
2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information.
Proceedings of the International Conference on Machine Learning, 2023
2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
CoRR, 2021
Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning.
CoRR, 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
CoRR, 2019
2017
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017