2 papers
cs.LG2025
Semi-overlapping Multi-bandit Best Arm Identification for Sequential Support Network Learning
András Antos, András Millinghoffer, Péter Antal
Many modern AI and ML problems require evaluating partners' contributions through shared yet asymmetric, computationally intensive processes and the simultaneous selection of the m…
cs.LG2025
BandiK: Efficient Multi-Task Decomposition Using a Multi-Bandit Framework
András Millinghoffer, András Formanek, András Antos +1
The challenge of effectively transferring knowledge across multiple tasks is of critical importance and is also present in downstream tasks with foundation models. However, the nat…