Researcher

Moritz Hardt

Moritz Hardt studies machine learning and algorithmic decision-making with a focus on social questions. His work includes fairness, prediction and research benchmarks. Hardt worked full time at IBM from 2013 to 2015 and Google from 2015 to 2017. He also held a Berkeley associate professorship before joining Max Planck. Hardt coauthored Equality of Opportunity in Supervised Learning with Eric Price and Nathan Srebro. The original paper studies a fairness criterion for predictions and methods for meeting it under specified conditions. Hardt coauthored Performative Prediction. The paper studies settings where deploying predictions changes the data-generating process, linking statistical learning to the effects of decisions.

Works
144

Publication numbers from OpenAlex, as of 14 October 2026. Citations and h-index are hidden because this OpenAlex record may be incomplete or mix in other authors.

Photo of Moritz Hardt

Timeline

  1. 2013–2017

    Industrial research

    Hardt worked full time at IBM from 2013 to 2015 and Google from 2015 to 2017. He also held a Berkeley associate professorship before joining Max Planck.

  2. 2016

    Equal opportunity in prediction

    Hardt coauthored Equality of Opportunity in Supervised Learning with Eric Price and Nathan Srebro. The original paper studies a fairness criterion for predictions and methods for meeting it under specified conditions.

  3. 2020

    When predictions change outcomes

    Hardt coauthored Performative Prediction. The paper studies settings where deploying predictions changes the data-generating process, linking statistical learning to the effects of decisions.

  4. As of October 2026

    Social foundations of computation

    Hardt is a Max Planck director. Hardt coauthored books with Solon Barocas, Arvind Narayanan and Benjamin Recht, extending his research into fairness and the social context of machine learning.

Sources and credits

Photo: mpg.de; Hardt, Moritz | Max-Planck-Gesellschaft; creator not stated. License: Not stated by source. Source: mpg.de. Cropped to a square and resized. Ask us to remove or replace this photo.

  1. Moritz Hardt mrtz.org. Checked 13 October 2026.
  2. [1610.02413] Equality of Opportunity in Supervised Learning arxiv.org. Checked 13 October 2026.
  3. [2002.06673] Performative Prediction arxiv.org. Checked 13 October 2026.