Jasmin Brandt
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
IJCAI (2)
AAAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
multi-armed bandit
(3)
hyperparameter optimization
(3)
parameter tuning
(2)
algorithm configuration
(2)
combinatorial optimization
(2)
theoretical guarantee
(1)
resource efficiency
(1)
dueling bandit
(1)
successive halving
(1)
semi-bandit feedback
(1)
condorcet winner
(1)
configuration method
(1)
adversarial learning
(1)
sample complexity
(1)
best arm identification
(1)
online algorithm
(1)
Papers
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO
IJCAI 2024
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration
AAAI 2023
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract)
IJCAI 2023
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
NIPS 2022
Testification of Condorcet Winners in dueling bandits
UAI 2021