Testification of Condorcet Winners in dueling bandits. - Björn Haddenhorst; Viktor Bengs; Jasmin Brandt; Eyke Hüllermeier (UAI, 2021)

Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget. - Jasmin Brandt; Viktor Bengs; Björn Haddenhorst; Eyke Hüllermeier (NeurIPS, 2022)

A Survey of Methods for Automated Algorithm Configuration. - Elias Schede; Jasmin Brandt; Alexander Tornede; Marcel Wever; Viktor Bengs; Eyke Hüllermeier; Kevin Tierney (J. Artif. Intell. Res., 2022)

AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration. - Jasmin Brandt; Elias Schede; Björn Haddenhorst; Viktor Bengs; Eyke Hüllermeier; Kevin Tierney (AAAI, 2023)

A Survey of Methods for Automated Algorithm Configuration (Extended Abstract). - Elias Schede; Jasmin Brandt; Alexander Tornede; Marcel Wever; Viktor Bengs; Eyke Hüllermeier; Kevin Tierney (IJCAI, 2023)

Contextual Preselection Methods in Pool-based Realtime Algorithm Configuration. - Jasmin Brandt; Elias Schede; Shivam Sharma; Viktor Bengs; Eyke Hüllermeier; Kevin Tierney (LWDA, 2023)

Iterative Deepening Hyperband. - Jasmin Brandt; Marcel Wever; Dimitrios Iliadis; Viktor Bengs; Eyke Hüllermeier (CoRR, 2023)

Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO. - Jasmin Brandt; Marcel Wever; Viktor Bengs; Eyke Hüllermeier (IJCAI, 2024)