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The Social Cost of Strategic Classification.
Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt: The Social Cost of Strategic Classification. FAT 2019: 230-239
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Model Reconstruction from Model Explanations.
Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt: Model Reconstruction from Model Explanations. FAT 2019: 1-9
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Open Problem: How fast can a multiclass test set be overfit?
Vitaly Feldman, Roy Frostig, Moritz Hardt: Open Problem: How fast can a multiclass test set be overfit? COLT 2019: 3185-3189
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Revisiting Design Choices in Proximal Policy Optimization.
Chloe Ching-Yun Hsu, Celestine Mendler-Dünner, Moritz Hardt: Revisiting Design Choices in Proximal Policy Optimization. CoRR abs/2009.10897 (2020)
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From Optimizing Engagement to Measuring Value.
Smitha Milli, Luca Belli, Moritz Hardt: From Optimizing Engagement to Measuring Value. CoRR abs/2008.12623 (2020)
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Stochastic Optimization for Performative Prediction.
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt: Stochastic Optimization for Performative Prediction. CoRR abs/2006.06887 (2020)
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Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for...
Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Björkegren, Moritz Hardt, Joshua Blumenstock: Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware...
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Performative Prediction.
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt: Performative Prediction. CoRR abs/2002.06673 (2020)
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Generalization in Overparameterized Models.
Moritz Hardt: Generalization in Overparameterized Models. Beyond the Worst-Case Analysis of Algorithms 2020: 486-505
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Stochastic Optimization for Performative Prediction.
Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt: Stochastic Optimization for Performative Prediction. NeurIPS 2020
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A System for Massively Parallel Hyperparameter Tuning.
Liam Li, Kevin G. Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Jonathan Ben-tzur, Moritz Hardt, Benjamin Recht, Ameet Talwalkar: A System for Massively Parallel Hyperparameter Tuning. MLSys 2020
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Test-Time Training with Self-Supervision for Generalization under...
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt: Test-Time Training with Self-Supervision for Generalization under Distribution Shifts. ICML 2020: 9229-9248
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Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for...
Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Björkegren, Moritz Hardt, Joshua Blumenstock: Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware...
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Performative Prediction.
Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt: Performative Prediction. ICML 2020: 7599-7609
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Strategic Classification is Causal Modeling in Disguise.
John Miller, Smitha Milli, Moritz Hardt: Strategic Classification is Causal Modeling in Disguise. ICML 2020: 6917-6926
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Identity Crisis: Memorization and Generalization Under Extreme...
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer: Identity Crisis: Memorization and Generalization Under Extreme Overparameterization. ICLR 2020
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Explaining an increase in predicted risk for clinical alerts.
Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt: Explaining an increase in predicted risk for clinical alerts. CHIL 2020: 80-89
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Linear Dynamics: Clustering without identification.
Chloe Ching-Yun Hsu, Michaela Hardt, Moritz Hardt: Linear Dynamics: Clustering without identification. AISTATS 2020: 918-929
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Algorithmic Amplification of Politics on Twitter.
Ferenc Huszár, Sofia Ira Ktena, Conor O'Brien, Luca Belli, Andrew Schlaikjer, Moritz Hardt: Algorithmic Amplification of Politics on Twitter. CoRR abs/2110.11010 (2021)
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Retiring Adult: New Datasets for Fair Machine Learning.
Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt: Retiring Adult: New Datasets for Fair Machine Learning. CoRR abs/2108.04884 (2021)
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Causal Inference Struggles with Agency on Online Platforms.
Smitha Milli, Luca Belli, Moritz Hardt: Causal Inference Struggles with Agency on Online Platforms. CoRR abs/2107.08995 (2021)
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Alternative Microfoundations for Strategic Classification.
Meena Jagadeesan, Celestine Mendler-Dünner, Moritz Hardt: Alternative Microfoundations for Strategic Classification. CoRR abs/2106.12705 (2021)
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Patterns, predictions, and actions: A story about machine learning.
Moritz Hardt, Benjamin Recht: Patterns, predictions, and actions: A story about machine learning. CoRR abs/2102.05242 (2021)
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Retiring Adult: New Datasets for Fair Machine Learning.
Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt: Retiring Adult: New Datasets for Fair Machine Learning. NeurIPS 2021: 6478-6490
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Alternative Microfoundations for Strategic Classification.
Meena Jagadeesan, Celestine Mendler-Dünner, Moritz Hardt: Alternative Microfoundations for Strategic Classification. ICML 2021: 4687-4697
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From Optimizing Engagement to Measuring Value.
Smitha Milli, Luca Belli, Moritz Hardt: From Optimizing Engagement to Measuring Value. FAccT 2021: 714-722
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Understanding deep learning (still) requires rethinking generalization.
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals: Understanding deep learning (still) requires rethinking generalization. Commun. ACM 64(3): 107-115 (2021)
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County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline.
Luca Belli, Kyra Yee, Uthaipon Tantipongpipat, Aaron Gonzales, Kristian Lum, Moritz Hardt: County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline. CoRR abs/2211.08667 (2022)
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A Theory of Dynamic Benchmarks.
Ali Shirali, Rediet Abebe, Moritz Hardt: A Theory of Dynamic Benchmarks. CoRR abs/2210.03165 (2022)
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Backward baselines: Is your model predicting the past?
Moritz Hardt, Michael P. Kim: Backward baselines: Is your model predicting the past? CoRR abs/2206.11673 (2022)
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Adversarial Scrutiny of Evidentiary Statistical Software.
Rediet Abebe, Moritz Hardt, Angela Jin, John Miller, Ludwig Schmidt, Rebecca Wexler: Adversarial Scrutiny of Evidentiary Statistical Software. CoRR abs/2206.09305 (2022)
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Performative Power.
Moritz Hardt, Meena Jagadeesan, Celestine Mendler-Dünner: Performative Power. CoRR abs/2203.17232 (2022)
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Performative Power.
Moritz Hardt, Meena Jagadeesan, Celestine Mendler-Dünner: Performative Power. NeurIPS 2022
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Adversarial Scrutiny of Evidentiary Statistical Software.
Rediet Abebe, Moritz Hardt, Angela Jin, John Miller, Ludwig Schmidt, Rebecca Wexler: Adversarial Scrutiny of Evidentiary Statistical Software. FAccT 2022: 1733-1746
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Causal Inference Struggles with Agency on Online Platforms.
Smitha Milli, Luca Belli, Moritz Hardt: Causal Inference Struggles with Agency on Online Platforms. FAccT 2022: 357-365
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Algorithmic amplification of politics on Twitter.
Ferenc Huszár, Sofia Ira Ktena, Conor O'Brien, Luca Belli, Andrew Schlaikjer, Moritz Hardt: Algorithmic amplification of politics on Twitter. Proc. Natl. Acad. Sci. USA 119(1): e2025334119 (2022)
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Performative Prediction: Past and Future.
Moritz Hardt, Celestine Mendler-Dünner: Performative Prediction: Past and Future. CoRR abs/2310.16608 (2023)
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What Makes ImageNet Look Unlike LAION.
Ali Shirali, Moritz Hardt: What Makes ImageNet Look Unlike LAION. CoRR abs/2306.15769 (2023)
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Questioning the Survey Responses of Large Language Models.
Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Mendler-Dünner: Questioning the Survey Responses of Large Language Models. CoRR abs/2306.07951 (2023)
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Unprocessing Seven Years of Algorithmic Fairness.
André F. Cruz, Moritz Hardt: Unprocessing Seven Years of Algorithmic Fairness. CoRR abs/2306.07261 (2023)
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Test-Time Training on Nearest Neighbors for Large Language Models.
Moritz Hardt, Yu Sun: Test-Time Training on Nearest Neighbors for Large Language Models. CoRR abs/2305.18466 (2023)
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Difficult Lessons on Social Prediction from Wisconsin Public Schools.
Juan C. Perdomo, Tolani Britton, Moritz Hardt, Rediet Abebe: Difficult Lessons on Social Prediction from Wisconsin Public Schools. CoRR abs/2304.06205 (2023)
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Causal Inference out of Control: Estimating the Steerability of Consumption.
Gary Cheng, Moritz Hardt, Celestine Mendler-Dünner: Causal Inference out of Control: Estimating the Steerability of Consumption. CoRR abs/2302.04989 (2023)
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Algorithmic Collective Action in Machine Learning.
Moritz Hardt, Eric Mazumdar, Celestine Mendler-Dünner, Tijana Zrnic: Algorithmic Collective Action in Machine Learning. CoRR abs/2302.04262 (2023)
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Algorithmic Collective Action in Machine Learning.
Moritz Hardt, Eric Mazumdar, Celestine Mendler-Dünner, Tijana Zrnic: Algorithmic Collective Action in Machine Learning. ICML 2023: 12570-12586
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A Theory of Dynamic Benchmarks.
Ali Shirali, Rediet Abebe, Moritz Hardt: A Theory of Dynamic Benchmarks. ICLR 2023
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Is Your Model Predicting the Past?
Michael P. Kim, Moritz Hardt: Is Your Model Predicting the Past? EAAMO 2023: 5:1-5:8
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Predictors from causal features do not generalize better to new domains.
Vivian Y. Nastl, Moritz Hardt: Predictors from causal features do not generalize better to new domains. CoRR abs/2402.09891 (2024)
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Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers...
Florian E. Dorner, Moritz Hardt: Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget. CoRR abs/2402.02249 (2024)
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Advances in Neural Information Processing Systems 36: Annual Conference on...
Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine: Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems...
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