Moritz Hardt

According to our database, Moritz Hardt authored at least 95 papers between 2006 and 2024.

Collaborative distances:

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2024

Predictors from causal features do not generalize better to new domains.

Vivian Y. Nastl, Moritz Hardt

CoRR, 2024

Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget.

Florian E. Dorner, Moritz Hardt

CoRR, 2024

2023

Performative Prediction: Past and Future.

Moritz Hardt, Celestine Mendler-Dünner

CoRR, 2023

What Makes ImageNet Look Unlike LAION.

Ali Shirali, Moritz Hardt

CoRR, 2023

Questioning the Survey Responses of Large Language Models.

Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Mendler-Dünner

CoRR, 2023

Unprocessing Seven Years of Algorithmic Fairness.

André F. Cruz, Moritz Hardt

CoRR, 2023

Test-Time Training on Nearest Neighbors for Large Language Models.

Moritz Hardt, Yu Sun

CoRR, 2023

Difficult Lessons on Social Prediction from Wisconsin Public Schools.

Juan C. Perdomo, Tolani Britton, Moritz Hardt, Rediet Abebe

CoRR, 2023

Causal Inference out of Control: Estimating the Steerability of Consumption.

Gary Cheng, Moritz Hardt, Celestine Mendler-Dünner

CoRR, 2023

Algorithmic Collective Action in Machine Learning.

Moritz Hardt, Eric Mazumdar, Celestine Mendler-Dünner, Tijana Zrnic

Proceedings of the International Conference on Machine Learning, 2023

A Theory of Dynamic Benchmarks.

Ali Shirali, Rediet Abebe, Moritz Hardt

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Is Your Model Predicting the Past?

Michael P. Kim, Moritz Hardt

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

2022

Algorithmic amplification of politics on Twitter.

Ferenc Huszár, Sofia Ira Ktena, Conor O'Brien, Luca Belli, Andrew Schlaikjer, Moritz Hardt

Proc. Natl. Acad. Sci. USA, 2022

County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline.

Luca Belli, Kyra Yee, Uthaipon Tantipongpipat, Aaron Gonzales, Kristian Lum, Moritz Hardt

CoRR, 2022

Backward baselines: Is your model predicting the past?

Moritz Hardt, Michael P. Kim

CoRR, 2022

Performative Power.

Moritz Hardt, Meena Jagadeesan, Celestine Mendler-Dünner

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Causal Inference Struggles with Agency on Online Platforms.

Smitha Milli, Luca Belli, Moritz Hardt

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Adversarial Scrutiny of Evidentiary Statistical Software.

Rediet Abebe, Moritz Hardt, Angela Jin, John Miller, Ludwig Schmidt, Rebecca Wexler

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Patterns, predictions, and actions: A story about machine learning.

Moritz Hardt, Benjamin Recht

CoRR, 2021

Understanding deep learning (still) requires rethinking generalization.

Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals

Commun. ACM, 2021

Retiring Adult: New Datasets for Fair Machine Learning.

Frances Ding, Moritz Hardt, John Miller, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Alternative Microfoundations for Strategic Classification.

Meena Jagadeesan, Celestine Mendler-Dünner, Moritz Hardt

Proceedings of the 38th International Conference on Machine Learning, 2021

From Optimizing Engagement to Measuring Value.

Smitha Milli, Luca Belli, Moritz Hardt

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Revisiting Design Choices in Proximal Policy Optimization.

Chloe Ching-Yun Hsu, Celestine Mendler-Dünner, Moritz Hardt

CoRR, 2020

Stochastic Optimization for Performative Prediction.

Celestine Mendler-Dünner, Juan C. Perdomo, Tijana Zrnic, Moritz Hardt

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

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

Proceedings of Machine Learning and Systems 2020, 2020

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts.

Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt

Proceedings of the 37th International Conference on Machine Learning, 2020

Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning.

Esther Rolf, Max Simchowitz, Sarah Dean, Lydia T. Liu, Daniel Björkegren, Moritz Hardt, Joshua Blumenstock

Proceedings of the 37th International Conference on Machine Learning, 2020

Performative Prediction.

Juan C. Perdomo, Tijana Zrnic, Celestine Mendler-Dünner, Moritz Hardt

Proceedings of the 37th International Conference on Machine Learning, 2020

Strategic Classification is Causal Modeling in Disguise.

John Miller, Smitha Milli, Moritz Hardt

Proceedings of the 37th International Conference on Machine Learning, 2020

Identity Crisis: Memorization and Generalization Under Extreme Overparameterization.

Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer

Proceedings of the 8th International Conference on Learning Representations, 2020

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

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

Linear Dynamics: Clustering without identification.

Chloe Ching-Yun Hsu, Michaela Hardt, Moritz Hardt

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Generalization in Overparameterized Models.

Moritz Hardt

Proceedings of the Beyond the Worst-Case Analysis of Algorithms, 2020

2019

Strategic Adaptation to Classifiers: A Causal Perspective.

John Miller, Smitha Milli, Moritz Hardt

CoRR, 2019

Test-Time Training for Out-of-Distribution Generalization.

Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt

CoRR, 2019

Identity Crisis: Memorization and Generalization under Extreme Overparameterization.

Chiyuan Zhang, Samy Bengio, Moritz Hardt, Yoram Singer

CoRR, 2019

A Meta-Analysis of Overfitting in Machine Learning.

Rebecca Roelofs, Vaishaal Shankar, Benjamin Recht, Sara Fridovich-Keil, Moritz Hardt, John Miller, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Model Similarity Mitigates Test Set Overuse.

Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Natural Analysts in Adaptive Data Analysis.

Tijana Zrnic, Moritz Hardt

Proceedings of the 36th International Conference on Machine Learning, 2019

The Implicit Fairness Criterion of Unconstrained Learning.

Lydia T. Liu, Max Simchowitz, Moritz Hardt

Proceedings of the 36th International Conference on Machine Learning, 2019

The advantages of multiple classes for reducing overfitting from test set reuse.

Vitaly Feldman, Roy Frostig, Moritz Hardt

Proceedings of the 36th International Conference on Machine Learning, 2019

Stable Recurrent Models.

John Miller, Moritz Hardt

Proceedings of the 7th International Conference on Learning Representations, 2019

Model Reconstruction from Model Explanations.

Smitha Milli, Ludwig Schmidt, Anca D. Dragan, Moritz Hardt

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

The Social Cost of Strategic Classification.

Smitha Milli, John Miller, Anca D. Dragan, Moritz Hardt

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

Open Problem: How fast can a multiclass test set be overfit?

Vitaly Feldman, Roy Frostig, Moritz Hardt

Proceedings of the Conference on Learning Theory, 2019

2018

Gradient Descent Learns Linear Dynamical Systems.

Moritz Hardt, Tengyu Ma, Benjamin Recht

J. Mach. Learn. Res., 2018

Massively Parallel Hyperparameter Tuning.

Liam Li, Kevin G. Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar

CoRR, 2018

Group calibration is a byproduct of unconstrained learning.

Lydia T. Liu, Max Simchowitz, Moritz Hardt

CoRR, 2018

When Recurrent Models Don't Need To Be Recurrent.

John Miller, Moritz Hardt

CoRR, 2018

Sanity Checks for Saliency Maps.

Julius Adebayo, Justin Gilmer, Michael Muelly, Ian J. Goodfellow, Moritz Hardt, Been Kim

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Delayed Impact of Fair Machine Learning.

Lydia T. Liu, Sarah Dean, Esther Rolf, Max Simchowitz, Moritz Hardt

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Climbing a shaky ladder: Better adaptive risk estimation.

Moritz Hardt

CoRR, 2017

Guilt-free data reuse.

Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth

Commun. ACM, 2017

Avoiding Discrimination through Causal Reasoning.

Niki Kilbertus, Mateo Rojas-Carulla, Giambattista Parascandolo, Moritz Hardt, Dominik Janzing, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Understanding deep learning requires rethinking generalization.

Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals

Proceedings of the 5th International Conference on Learning Representations, 2017

Identity Matters in Deep Learning.

Moritz Hardt, Tengyu Ma

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Private Spectral Analysis.

Moritz Hardt

Encyclopedia of Algorithms, 2016

Special Section on the Fifty-Fourth Annual IEEE Symposium on Foundations of Computer Science (FOCS 2013).

Moritz Hardt, Yuval Ishai, Raghu Meka, Virginia Vassilevska Williams

SIAM J. Comput., 2016

Equality of Opportunity in Supervised Learning.

Moritz Hardt, Eric Price, Nati Srebro

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Strategic Classification.

Moritz Hardt, Nimrod Megiddo, Christos H. Papadimitriou, Mary Wootters

Proceedings of the 2016 ACM Conference on Innovations in Theoretical Computer Science, 2016

Train faster, generalize better: Stability of stochastic gradient descent.

Moritz Hardt, Ben Recht, Yoram Singer

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Tight Bounds for Learning a Mixture of Two Gaussians.

Moritz Hardt, Eric Price

Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

Preserving Statistical Validity in Adaptive Data Analysis.

Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Leon Roth

Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

Generalization in Adaptive Data Analysis and Holdout Reuse.

Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Differentially Private Learning of Structured Discrete Distributions.

Ilias Diakonikolas, Moritz Hardt, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

The Ladder: A Reliable Leaderboard for Machine Learning Competitions.

Avrim Blum, Moritz Hardt

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Sharp bounds for learning a mixture of two gaussians.

Moritz Hardt, Eric Price

CoRR, 2014

The Noisy Power Method: A Meta Algorithm with Applications.

Moritz Hardt, Eric Price

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Preventing False Discovery in Interactive Data Analysis Is Hard.

Moritz Hardt, Jonathan R. Ullman

Proceedings of the 55th IEEE Annual Symposium on Foundations of Computer Science, 2014

Understanding Alternating Minimization for Matrix Completion.

Moritz Hardt

Proceedings of the 55th IEEE Annual Symposium on Foundations of Computer Science, 2014

Fast matrix completion without the condition number.

Moritz Hardt, Mary Wootters

Proceedings of The 27th Conference on Learning Theory, 2014

Computational Limits for Matrix Completion.

Moritz Hardt, Raghu Meka, Prasad Raghavendra, Benjamin Weitz

Proceedings of The 27th Conference on Learning Theory, 2014

2013

Privately Releasing Conjunctions and the Statistical Query Barrier.

Anupam Gupta, Moritz Hardt, Aaron Roth, Jonathan R. Ullman

SIAM J. Comput., 2013

On the Provable Convergence of Alternating Minimization for Matrix Completion.

Moritz Hardt

CoRR, 2013

How robust are linear sketches to adaptive inputs?

Moritz Hardt, David P. Woodruff

Proceedings of the Symposium on Theory of Computing Conference, 2013

Beyond worst-case analysis in private singular vector computation.

Moritz Hardt, Aaron Roth

Proceedings of the Symposium on Theory of Computing Conference, 2013

Multiple Kernel Completion and its application to cardiac disease discrimination.

Ritwik Kumar, Ting Chen, Moritz Hardt, David Beymer, Karen Brannon, Tanveer Fathima Syeda-Mahmood

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Algorithms and Hardness for Robust Subspace Recovery.

Moritz Hardt, Ankur Moitra

Proceedings of the COLT 2013, 2013

Robust subspace iteration and privacy-preserving spectral analysis.

Moritz Hardt

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Can We Reconcile Robustness and Efficiency in Unsupervised Learning?

Moritz Hardt, Ankur Moitra

CoRR, 2012

Beating randomized response on incoherent matrices.

Moritz Hardt, Aaron Roth

Proceedings of the 44th Symposium on Theory of Computing Conference, 2012

Private data release via learning thresholds.

Moritz Hardt, Guy N. Rothblum, Rocco A. Servedio

Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms, 2012

A Simple and Practical Algorithm for Differentially Private Data Release.

Moritz Hardt, Katrina Ligett, Frank McSherry

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Graph densification.

Moritz Hardt, Nikhil Srivastava, Madhur Tulsiani

Proceedings of the Innovations in Theoretical Computer Science 2012, 2012

Fairness through awareness.

Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, Richard S. Zemel

Proceedings of the Innovations in Theoretical Computer Science 2012, 2012

2011

Subsampling Mathematical Relaxations and Average-case Complexity.

Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer

Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011

2010

On the geometry of differential privacy.

Moritz Hardt, Kunal Talwar

Proceedings of the 42nd ACM Symposium on Theory of Computing, 2010

A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis.

Moritz Hardt, Guy N. Rothblum

Proceedings of the 51th Annual IEEE Symposium on Foundations of Computer Science, 2010

2009

Deterministically testing sparse polynomial identities of unbounded degree.

Markus Bläser, Moritz Hardt, Richard J. Lipton, Nisheeth K. Vishnoi

Inf. Process. Lett., 2009

Subsampling Semidefinite Programs and Max-Cut on the Sphere.

Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer

Electron. Colloquium Comput. Complex., 2009

The uniform hardcore lemma via approximate Bregman projections.

Boaz Barak, Moritz Hardt, Satyen Kale

Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

2008

Asymptotically Optimal Hitting Sets Against Polynomials.

Markus Bläser, Moritz Hardt, David Steurer

Proceedings of the Automata, Languages and Programming, 35th International Colloquium, 2008

Rounding Parallel Repetitions of Unique Games.

Boaz Barak, Moritz Hardt, Ishay Haviv, Anup Rao, Oded Regev, David Steurer

Proceedings of the 49th Annual IEEE Symposium on Foundations of Computer Science, 2008

2006

Higher-Order Syntax and Saturation Algorithms for Hybrid Logic.

Moritz Hardt, Gert Smolka

Proceedings of the International Workshop on Hybrid Logic, 2006