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arXiv preprint arXiv:2307.03565 , year=

MALIBO: Meta-learning for likelihood-free Bayesian optimization , author= · arXiv 2307.03565

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cs.LG 1

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2026 1

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$\alpha$-PFN: Fast Entropy Search via In-Context Learning

cs.LG · 2026-06-05 · unverdicted · novelty 7.0

α-PFN trains two PFNs in sequence to predict expected information gain for entropy search, delivering over 50x speedups while remaining competitive on synthetic and real-world benchmarks.

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  • $\alpha$-PFN: Fast Entropy Search via In-Context Learning cs.LG · 2026-06-05 · unverdicted · none · ref 39

    α-PFN trains two PFNs in sequence to predict expected information gain for entropy search, delivering over 50x speedups while remaining competitive on synthetic and real-world benchmarks.