_config.yml

title: Andreas Haupt
name: "Andreas Haupt"
title: "Human-Centered AI Fellow"
employer: "Stanford Economics & Computer Science"
profile_pic: "assets/media/informal_headshot.jpg"
description: |
  Personal website of Andy Haupt.
baseurl: "/"
url: "https://andyhaupt.com/"
defaults:
  - scope:
      path: "assets/media"
    values:
      media: true
resume: "assets/portfolio/Resume.pdf"
cv: "assets/portfolio/CV.pdf"
email: "mailto:h4upt@stanford.edu"
social:
  twitter: "https://x.com/andreas_h0wpt"
  github:  "https://www.github.com/indraos"
  linkedin: "https://www.linkedin.com/in/indraos"
  facebook: "https://www.facebook.com/indraos"
  google: "https://scholar.google.com/citations?hl=en&user=O6NknDYAAAAJ"
experiences:
- place: "Stanford University"
  url: "https://www.stanford.edu/"
  time: "2024-current"
  title: "Human-Centered AI Fellow"
  description: "Departments of Computer Science and Economics<br>HAI, DEL, StatsML, CRFM, STAIR<br>Co-Chair, HAI Affinity Group on Global AI Governance"
  category: "work"
- place: "MIT"
  url: "https://www.mit.edu/"
  time: "2019-2024"
  title: "Ph.D. Student"
  description: |
    Engineering-Economic Systems, Computer Science and AI Lab<br>Committee: A. Bonatti, D. Hadfield-Menell, E. Maskin, D. Parkes<br>Co-Chair of the AI Ethics and Policy Group<br>Vice-President of the Science Policy Initiative
  category: "education"
- place: "Federal Trade Commission"
  url: "https://www.ftc.gov/"
  time: "2023"
  title: "Summer Fellow"
  description: "Office of International Affairs<br>Bureau for Competition"
  category: "work"
- place: "European Commission"
  url: "https://commission.europa.eu/"
  time: "Jan-May 2021"
  title: "Atypical Trainee"
  description: "Directorate-General for Competition"
  category: "work"
- place: "Berufliche Schulen Gross-Gerau"
  url: "https://www.bsgg.net/"
  time: "2017-19"
  title: "Teach First Deutschland Fellow"
  description: "Full-time high school teaching"
  category: "work"
- place: "University of Frankfurt"
  url: "https://www.goethe-university-frankfurt.de/"
  time: "2017-19"
  title: "B.S. Student"
  description: "Computer Science Department"
  category: "education"
- place: "University of Bonn"
  url: "https://www.uni-bonn.de/"
  time: "2015-18"
  title: "M.S. Student (distinction)"
  description: "Economics Department"
  category: "education"
- place: "University of Bonn"
  url: "https://www.uni-bonn.de/"
  time: "2014-17"
  title: "M.S. Student"
  description: Mathematics Department<br>Year 1 at EPF Lausanne<br>Years 2-3 at Bonn
  category: "education"
- place: "University of Bonn"
  url: "https://www.uni-bonn.de/"
  time: "2012-14"
  title: "B.S. Student"
  description: "Mathematics Department"
  category: "education"

paper_tags:
  - "Privacy"
  - "Platforms"
  - "AI Safety"
  - "Multi-Agent"
  - "Preferences"
  - "AI Evaluation"
  - "Market Design"
  - "Networks"
  - "Arts"
  - "Thesis"

papers:
- title: "Optimal Aggregation Mechanisms for AI Benchmarking and Platinum Benchmarks"
  authors: "<b>A. Haupt</b>, A. Reuel, M. Kochenderfer, S. Koyejo"
  venue: "ICLR Workshop on AI for Mechanism Design and Strategic Decision Making, 2026."
  date: 2026-04-01
  tags: ["AI Evaluation", "Market Design"]

- title: "The Foreman"
  authors: "G. Bellini, P. Ranganathan, <b>A. Haupt</b>"
  venue: "March 2026."
  date: 2026-03-01
  html: "https://www.intelligent-orgs.com/"
  img: "/assets/supporting/the-foreman.png"
  tags: ["Arts"]

- title: "Latent Adversarial Regularization for Offline Preference Optimization"
  authors: "E. Jiang, Y.J. Zhang, Y. Xu, <b>A. Haupt</b>, N. Amato, S. Koyejo"
  venue: "Preprint, 2026."
  date: 2026-01-01
  pdf: "https://arxiv.org/abs/2601.22083"
  tags: ["Preferences", "AI Safety"]

- title: "Compressed Individuality"
  authors: "<b>A. Haupt</b>"
  venue: "39th Chaos Communication Congress; Heidelberg Laureate Forum, 2025."
  date: 2025-12-01
  html: "https://events.ccc.de/congress/2025/hub/en/project/detail/assembly/compressed-individuality/"
  img: "/assets/supporting/compressed-individuality.png"
  tags: ["Arts"]

- title: "Position: ML Conferences Should Establish a Refutations and Critiques Track"
  authors: "R. Schaeffer, J. Kazdan, Y. Denisov-Blanch, B. Miranda, M. Gerstgrasser, S. Zhang, <b>A. Haupt</b>, I. Gupta, E. Obbad, J. Dodge, et al."
  venue: "Advances in Neural Information Processing Systems (Position Paper), 2025."
  date: 2025-12-01
  pdf: "https://arxiv.org/abs/2506.19882"
  tags: ["AI Evaluation"]

- title: "Those Who Control"
  authors: "A. Baradari, <b>A. Haupt</b>"
  venue: "November 2025."
  date: 2025-11-01
  code: "https://github.com/Indraos/those-who-control"
  img: "/assets/supporting/those-who-control.png"
  tags: ["Arts"]

- title: "Don't Walk the Line: Boundary Guidance for Filtered Generation"
  authors: "S. Ball, <b>A. Haupt</b>"
  venue: "Preprint, 2025."
  date: 2025-10-01
  pdf: "https://arxiv.org/abs/2510.11834"
  tags: ["AI Safety"]

- title: "Preference Measurement Error, Concentration in Recommendation Systems, and Persuasion"
  authors: "<b>A. Haupt</b>"
  venue: "Allied Social Science Associations Meeting, 2025."
  date: 2025-10-01
  pdf: "https://arxiv.org/abs/2510.16972"
  tags: ["Preferences", "Platforms"]

- title: "Scaling Human Judgment in Community Notes with LLMs"
  authors: "H. Li, S. De, M. Revel, <b>A. Haupt</b>, B. Miller, K. Coleman, J. Baxter, M. Saveski, M.A. Bakker"
  venue: "Journal of Online Trust and Safety 3 (1), 2025."
  date: 2025-09-01
  pdf: "https://tsjournal.org/index.php/jots/article/view/255"
  tags: ["AI Evaluation", "Platforms"]

- title: "AI should not be an imitation game: Centaur evaluations"
  authors: "<b>A. Haupt</b>, E. Brynjolfsson"
  venue: "International Conference on Machine Learning (Position Paper), 2025."
  date: 2025-07-01
  pdf: "https://openreview.net/forum?id=LkdH35003E"
  tags: ["AI Evaluation"]

- title: "Convex Markov Games: A Framework for Creativity, Imitation, Fairness, and Safety in Multiagent Learning"
  authors: "I. Gemp, <b>A. Haupt</b>, L. Marris, S. Liu, G. Piliouras"
  venue: "International Conference on Machine Learning, 2025."
  date: 2025-07-01
  pdf: "https://arxiv.org/pdf/2410.16600v1"
  tags: ["Multi-Agent", "AI Safety"]

- title: "Contextually Private Mechanisms"
  authors: "<b>A. Haupt</b><sup>‡</sup>, Z. Hitzig<sup>‡</sup>"
  venue: "Forthcoming at the American Economic Review"
  date: 2025-05-01
  pdf: "https://arxiv.org/abs/2112.10812"
  tags: ["Privacy", "Market Design"]

- title: "Non-Preferencing as a Fairness Provision: An Illustrated Guide"
  authors: "<b>A. Haupt</b>"
  venue: "ACM Symposium on Computer Science and Law (Poster), 2025."
  date: 2025-03-01
  pdf: "https://papers.ssrn.com/abstract=5338793"
  tags: ["Platforms", "Market Design"]

- title: "The Economic Engineering of Personalized Experiences"
  authors: "<b>A. Haupt</b>"
  venue: "Ph.D. Dissertation, Massachusetts Institute of Technology, 2025."
  date: 2025-02-01
  pdf: "https://dspace.mit.edu/handle/1721.1/159105"
  tags: ["Thesis", "Preferences"]

- title: "Platform Preferencing and Price Competition I: Evidence from Amazon"
  authors: "O. Hartzell<sup>‡</sup>, <b>A. Haupt</b><sup>‡</sup>"
  venue: "SSRN Preprint 5126918, 2025."
  date: 2025-01-01
  pdf: "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5126918"
  tags: ["Platforms"]

- title: "Machine Learning from Human Preferences"
  authors: "S. Truong, <b>A. Haupt</b>, S. Koyejo"
  venue: "Stanford Living Textbook Initiative"
  date: 2025-01-01
  html: "https://mlhp.stanford.edu/"
  tags: ["Preferences"]

- title: "Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games"
  authors: "B. Zhang, G. Farina, I. Anagnostides, F. Cacciamani, S. McAleer, <b>A. Haupt</b>, A. Celli, N. Gatti, V. Conitzer, T. Sandholm"
  venue: "Advances in Neural Information Processing Systems, 2024."
  date: 2024-12-01
  pdf: "https://dl.acm.org/doi/10.5555/3666122.3666242"
  tags: ["Multi-Agent", "Market Design"]

- title: "Risk Preferences of Learning Algorithms"
  authors: "<b>A. Haupt</b><sup>‡</sup>, A. Narayanan<sup>‡</sup>"
  venue: "Games and Economic Behavior 148, p. 415-426, 2024."
  date: 2024-11-01
  pdf: "https://www.sciencedirect.com/science/article/abs/pii/S089982562400143X"
  tags: ["Multi-Agent", "Preferences"]

- title: "Formal Contracts Mitigate Social Dilemmas in Multi-Agent Reinforcement Learning"
  authors: "<b>A. Haupt</b><sup>‡</sup>, P. Christoffersen<sup>‡</sup>, M. Damani, D. Hadfield-Menell"
  venue: "Autonomous Agents and Multi-Agent Systems 38 (2), p. 1-38, 2024."
  date: 2024-10-01
  pdf: "https://link.springer.com/article/10.1007/s10458-024-09682-5"
  code: "https://github.com/Algorithmic-Alignment-Lab/contracts"
  tags: ["Multi-Agent", "AI Safety"]

- title: "Black-Box Access is Insufficient for Rigorous AI Audits"
  authors: "S. Casper, C. Ezell, C. Siegmann, N. Kolt, T.L. Curtis, B. Bucknall, <b>A. Haupt</b>, K. Wei, J. Scheurer, M. Hobbhahn, et al."
  venue: "ACM Conference on Fairness, Accountability, and Transparency, 2024."
  date: 2024-06-01
  pdf: "https://dl.acm.org/doi/10.1145/3630106.3659037"
  tags: ["AI Safety", "AI Evaluation"]

- title: "Understanding Multi-Homing and Switching by Platform Drivers"
  authors: "X. Guo<sup>‡</sup>, <b>A. Haupt</b><sup>‡</sup>, H. Wang, R. Qadri, J. Zhao"
  venue: "Transportation Research Part C: Emerging Technologies 154, 2023."
  date: 2023-09-01
  pdf: "https://www.sciencedirect.com/science/article/abs/pii/S0968090X2300222X"
  tags: ["Platforms"]

- title: "Steering No-Regret Learners to Optimal Equilibria"
  authors: "B.H. Zhang, G. Farina, I. Anagnostides, F. Cacciamani, S.M. McAleer, <b>A. Haupt</b>, A. Celli, N. Gatti, V. Conitzer, T. Sandholm"
  venue: "ACM Conference on Economics and Computation, 2023."
  date: 2023-07-01
  pdf: "https://openreview.net/forum?id=EsjoMaNeVo"
  tags: ["Multi-Agent", "Market Design"]

- title: "Certification Design for a Competitive Market"
  authors: "<b>A. Haupt</b>, N. Immorlica, B. Lucier"
  venue: "ACM Conference on Economics and Computation, 2023."
  date: 2023-07-01
  pdf: "https://dl.acm.org/doi/10.1145/3670865.3673593"
  tags: ["Market Design"]

- title: "Recommending to Strategic Users"
  authors: "<b>A. Haupt</b>, D. Hadfield-Menell, C. Podimata"
  venue: "Symposium on the Foundations of Responsible Computing, 2023."
  date: 2023-06-01
  pdf: "https://arxiv.org/abs/2302.06559"
  tags: ["Preferences", "Platforms"]

- title: "Opaque Contracts"
  authors: "<b>A. Haupt</b>, Z. Hitzig"
  venue: "Preprint, 2023."
  date: 2023-01-01
  pdf: "https://arxiv.org/abs/2301.13404"
  tags: ["Privacy", "Market Design"]

- title: "Towards Psychologically-Grounded Dynamic Preference Models"
  authors: "M. Curmei<sup>‡</sup>, <b>A. Haupt</b><sup>‡</sup>, B. Recht, D. Hadfield-Menell"
  venue: "ACM Conference on Recommender Systems, 2022."
  date: 2022-09-01
  pdf: "https://dl.acm.org/doi/10.1145/3523227.3546778"
  tags: ["Preferences"]

- title: "The Optimality of Upgrade Pricing"
  authors: "D. Bergemann<sup>‡</sup>, A. Bonatti<sup>‡</sup>, <b>A. Haupt</b><sup>‡</sup>, A. Smolin<sup>‡</sup>"
  venue: "Web and Internet Economics, 2021."
  date: 2021-12-01
  pdf: "https://dl.acm.org/doi/10.1007/978-3-030-94676-0_3"
  tags: ["Market Design"]

- title: "Multi-Agent Influence Diagrams and Commitment"
  authors: "<b>A. Haupt</b>"
  venue: "B.S. Thesis, Goethe Universität Frankfurt, 2019."
  date: 2019-01-01
  pdf: "/assets/portfolio/thesis/thesis_bsc_cs.pdf"
  tags: ["Multi-Agent", "Thesis"]

- title: "Voting with Restricted Communication"
  authors: "<b>A. Haupt</b>"
  venue: "M.S. Thesis, Rheinische Friedrich-Wilhelms-Universität Bonn, 2018."
  date: 2018-01-01
  pdf: "/assets/portfolio/thesis/thesis_msc_econ.pdf"
  tags: ["Market Design", "Thesis"]

- title: "A Data Application of Graphon Theory"
  authors: "<b>A. Haupt</b>"
  venue: "M.S. Thesis, Rheinische Friedrich-Wilhelms-Universität Bonn, 2017."
  date: 2017-01-01
  pdf: "/assets/portfolio/thesis/thesis_msc_math.pdf"
  tags: ["Networks", "Thesis"]

- title: "Die Integrality Ratio der Subtour-Relaxierung"
  authors: "<b>A. Haupt</b>"
  venue: "B.S. Thesis, Rheinische Friedrich-Wilhelms-Universität Bonn, 2014."
  date: 2014-01-01
  pdf: "/assets/portfolio/thesis/thesis_bsc_math.pdf"
  tags: ["Thesis"]

ongoing_interests:
- title: "Preferencing & Persuasion"
  description: "design for disobedience, non-self-preferencing for language models, cognitive safety"
  tags: ["Platforms", "AI Safety", "Preferences"]
- title: "Privacy"
  description: "roles in contextual integrity, contextual summaries"
  tags: ["Privacy"]
- title: "AI Evaluation"
  description: "benchmark aggregation and certification, PastArena"
  tags: ["AI Evaluation", "Market Design"]
- title: "New Ways to Learn about the Economy"
  description: "A new O*Net, Centaur evaluations, foundation models for simulacra"
  tags: ["AI Evaluation"]
- title: "Applied Theory of human-AI interaction"
  description: "boundary guidance, concentration and preference measurement error, algorithmic risk aversion, network decay"
  tags: ["Preferences", "AI Safety", "Networks"]