Sebastian Ament
According to our database1,
Sebastian Ament
authored at least 24 papers
between 2016 and 2024.
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Bibliography
2024
Scaling Gaussian Processes for Learning Curve Prediction via Latent Kronecker Structure.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers.
CoRR, 2023
Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Artif. Intell., 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Automating crystal-structure phase mapping by combining deep learning with constraint reasoning.
Nat. Mach. Intell., 2021
Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning.
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning.
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
CoRR, 2019
2018
Accurate and efficient numerical calculation of stable densities via optimized quadrature and asymptotics.
Stat. Comput., 2018
An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
2016
A practical guide to solving the stochastic Landau-Lifshitz-Gilbert-Slonczewski equation for macrospin dynamics.
CoRR, 2016