Samuel Baguley

Chair for Algorithm Engineering
Hasso Plattner Institute

Office: K-2.06
Tel.:
E-Mail: Samuel.Baguley(at)hpi.de

Research Interests

My research interests are at the intersection of computer science and probability theory. I am particularly interested in studying evolutionary algorithms and estimation-of-distribution algorithms as stochastic processes.

My first love was Markov processes, and I am always happy to see deep theory in a practical setting.

Teaching

Theoretical Foundations of Cryptography Winter 2021/2
Probability and Computing Summer 2022
Project Seminar: Lean Interactive Theorem Prover Summer 2022

Publications

Baguley, Samuel; Friedrich, Tobias; Neumann, Aneta; Neumann, Frank; Pappik, Marcus; Zeif, ZienaFixed Parameter Multi-Objective Evolutionary Algorithms for the W-Separator ProblemAlgorithmica 2025: 1432–0541
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Baguley, Samuel; Maus, Yannic Maus; Ruff, Janosch; Skretas, GeorgeHyperbolic Random Graphs: Clique Number and Degeneracy with Implications for ColouringInternational Symposium on Theoretical Aspects of Computer Science (STACS) 2025: 13:1–13:20
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Baguley, Samuel; Friedrich, Tobias; Neumann, Aneta; Neumann, Frank; Pappik, Marcus; Zeif, ZienaFixed Parameter Multi-Objective Evolutionary Algorithms for the W-Separator ProblemGenetic and Evolutionary Computation Conference (GECCO) 2023
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Baguley, Samuel; Friedrich, Tobias; Timo, Kötzing; Li, Xiaoyue; Pappik, Marcus; Zeif, ZienaAnalysis of a Gray-Box Operator for Vertex CoverGenetic and Evolutionary Computation Conference (GECCO) 2022: 1363–1371
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