AlphaPFN/CITATION.cff at main · automl/AlphaPFN · GitHub

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cff-version: 1.2.0
message: "If you use this software, please cite the paper below."
title: "alphapfn: Fast Entropy Search via In-Context Learning"
abstract: >-
  Lightweight package for α-PFN, a Prior-Fitted Network that amortizes
  information-theoretic acquisition functions (PES, MES, JES) for
  Bayesian Optimization. α-PFN replaces the slow Monte-Carlo sampling
  used by classical entropy-search methods with a single transformer
  forward pass.
type: software
version: 0.0.1
license: MIT
repository-code: "https://github.com/automl/AlphaPFN"
url: "https://github.com/automl/AlphaPFN"
keywords:
  - bayesian-optimization
  - entropy-search
  - prior-fitted-networks
  - pfn
  - in-context-learning
  - amortized-inference
  - acquisition-function
authors:
  - family-names: "Rakotoarison"
    given-names: "Herilalaina"
    email: "rakoheri@ad.helsinki.fi"
    affiliation: "University of Helsinki"
  - family-names: "Adriaensen"
    given-names: "Steven"
    email: "adriaens@cs.uni-freiburg.de"
    affiliation: "University of Freiburg"
  - family-names: "Viering"
    given-names: "Tom"
    email: "t.j.viering@tudelft.nl"
    affiliation: "Delft University of Technology"
  - family-names: "Hvarfner"
    given-names: "Carl"
    affiliation: "Meta"
  - family-names: "Müller"
    given-names: "Samuel"
    affiliation: "Meta"
  - family-names: "Hutter"
    given-names: "Frank"
    affiliation: "Prior Labs / ELLIS Institute Tübingen / University of Freiburg"
  - family-names: "Bakshy"
    given-names: "Eytan"
    affiliation: "Meta"
preferred-citation:
  type: conference-paper
  title: "α-PFN: Fast Entropy Search via In-Context Learning"
  year: 2026
  url: "https://openreview.net/forum?id=7Oonij8oLU"
  conference:
    name: "Forty-third International Conference on Machine Learning (ICML)"
  authors:
    - family-names: "Rakotoarison"
      given-names: "Herilalaina"
    - family-names: "Adriaensen"
      given-names: "Steven"
    - family-names: "Viering"
      given-names: "Tom"
    - family-names: "Hvarfner"
      given-names: "Carl"
    - family-names: "Müller"
      given-names: "Samuel"
    - family-names: "Hutter"
      given-names: "Frank"
    - family-names: "Bakshy"
      given-names: "Eytan"