I am happy to share that our paper "Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning" has been accepted at NeurIPS 2025!
Endless thanks to my amazing co-authors @claireve.bsky.social and @keggensperger.bsky.social
📄 Read it on arXiv: arxiv.org/abs/2505.05226
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arxiv.org
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
The Combined Algorithm Selection and Hyperparameter optimization (CASH) is a challenging resource allocation problem in the field of AutoML. We propose MaxUCB, a max $k$-armed bandit method to trade o...