Social Foundations of Computation Algorithms and Society Conference Paper Decline Now: A Combinatorial Model for Algorithmic Collective Action Sigg, D., Hardt, M., Mendler-Dünner, C. CHI Conference on Human Factors in Computing Systems, October 2024 (Accepted) arXiv BibTeX

Social Foundations of Computation Conference Paper Allocation Requires Prediction Only if Inequality Is Low Shirali, A., Abebe, R., Hardt, M. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR, The Forty-First International Conference on Machine Learning (ICML), July 2024, *equal contribution (Published) ArXiv URL BibTeX

Social Foundations of Computation Conference Paper Causal Inference from Competing Treatments Stoica, A., Nastl, V. Y., Hardt, M. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR, The Forty-First International Conference on Machine Learning (ICML), July 2024 (Published) ArXiv URL BibTeX

Social Foundations of Computation Conference Paper Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget Dorner, F. E., Hardt, M. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR, The Forty-First International Conference on Machine Learning (ICML), July 2024 (Published) ArXiv URL BibTeX

Social Foundations of Computation Conference Paper Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks Zhang, G., Hardt, M. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR, The Forty-First International Conference on Machine Learning (ICML), July 2024 (Published) ArXiv Code URL BibTeX

Social Foundations of Computation Conference Paper Test-Time Training on Nearest Neighbors for Large Language Models Hardt, M., Sun, Y. In The Twelfth International Conference on Learning Representations (ICLR 2024), May 2024 (Published) ArXiv Code URL BibTeX

Social Foundations of Computation Conference Paper Unprocessing Seven Years of Algorithmic Fairness Cruz, A. F., Hardt, M. In The Twelfth International Conference on Learning Representations (ICLR 2024), May 2024 (Published) ArXiv Code URL BibTeX

Social Foundations of Computation Conference Paper ImageNot: A Contrast with ImageNet Preserves Model Rankings Salaudeen, O., Hardt, M. April 2024 (Submitted) ArXiv BibTeX

Social Foundations of Computation Algorithms and Society Conference Paper Causal Inference out of Control: Estimating Performativity without Treatment Randomization Cheng, G., Hardt, M., Mendler-Dünner, C. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), PMLR, The Forty-First International Conference on Machine Learning (ICML), January 2024 (Published) ArXiv URL BibTeX

Social Foundations of Computation Book Fairness and Machine Learning: Limitations and Opportunities Barocas, S., Hardt, M., Narayanan, A. MIT Press, December 2023 (Published) URL BibTeX