Matthias Poloczek
Orcid: 0000-0003-4178-5521Affiliations:
- Amazon, San Francisco, CA, USA
According to our database1,
Matthias Poloczek
authored at least 30 papers
between 2011 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
Trans. Mach. Learn. Res., 2023
Bounce: a Reliable Bayesian Optimization Algorithm for Combinatorial and Mixed Spaces.
CoRR, 2023
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2019
Proceedings of the 2019 Winter Simulation Conference, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Greedy Algorithms for the Maximum Satisfiability Problem: Simple Algorithms and Inapproximability Bounds.
SIAM J. Comput., 2017
An Experimental Evaluation of Fast Approximation Algorithms for the Maximum Satisfiability Problem.
ACM J. Exp. Algorithmics, 2017
Empirically comparing the finite-time performance of simulation-optimization algorithms.
Proceedings of the 2017 Winter Simulation Conference, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
Proceedings of the Winter Simulation Conference, 2016
2014
Proceedings of the LATIN 2014: Theoretical Informatics - 11th Latin American Symposium, Montevideo, Uruguay, March 31, 2014
2013
2012
PhD thesis, 2012
Proceedings of the 53rd Annual IEEE Symposium on Foundations of Computer Science, 2012
2011
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011
Proceedings of the Algorithms - ESA 2011, 2011