Moritz Hardt

15.7k total citations · 2 hit papers
56 papers, 4.8k citations indexed

About

Moritz Hardt is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Computational Mechanics. According to data from OpenAlex, Moritz Hardt has authored 56 papers receiving a total of 4.8k indexed citations (citations by other indexed papers that have themselves been cited), including 43 papers in Artificial Intelligence, 14 papers in Computational Theory and Mathematics and 11 papers in Computational Mechanics. Recurrent topics in Moritz Hardt's work include Privacy-Preserving Technologies in Data (14 papers), Complexity and Algorithms in Graphs (12 papers) and Stochastic Gradient Optimization Techniques (12 papers). Moritz Hardt is often cited by papers focused on Privacy-Preserving Technologies in Data (14 papers), Complexity and Algorithms in Graphs (12 papers) and Stochastic Gradient Optimization Techniques (12 papers). Moritz Hardt collaborates with scholars based in United States, Germany and Canada. Moritz Hardt's co-authors include Cynthia Dwork, Omer Reingold, Toniann Pitassi, Benjamin Recht, Richard S. Zemel, Samy Bengio, Chiyuan Zhang, Oriol Vinyals, Guy N. Rothblum and Aaron Roth and has published in prestigious journals such as Science, Communications of the ACM and SIAM Journal on Computing.

In The Last Decade

Moritz Hardt

50 papers receiving 4.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Fairness through awareness

2012 1.6k citations Cynthia Dwork, Moritz Hardt et al. profile →
Understanding deep learning (still) requires rethinking generalization

2021 1.3k citations Chiyuan Zhang, Samy Bengio et al. Communications of the ACM profile →

Peers

Countries citing papers authored by Moritz Hardt

Since Specialization

Citations

This map shows the geographic impact of Moritz Hardt's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Moritz Hardt with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Moritz Hardt more than expected).

Fields of papers citing papers by Moritz Hardt

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Moritz Hardt. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Moritz Hardt. The network helps show where Moritz Hardt may publish in the future.

Co-authorship network of co-authors of Moritz Hardt

This figure shows the co-authorship network connecting the top 25 collaborators of Moritz Hardt. A scholar is included among the top collaborators of Moritz Hardt based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Moritz Hardt. Moritz Hardt is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Is Your Model Predicting the Past? 2023 ·M. Kim, Moritz Hardt	1
2	A System for Massively Parallel Hyperparameter Tuning 2020 ·Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, (unknown), Moritz Hardt, Benjamin Recht, Ameet Talwalkar	87
3	Identity Crisis: Memorization and Generalization Under Extreme Overparameterization 2020 ·arXiv (Cornell University) ·Chiyuan Zhang, Samy Bengio, Moritz Hardt, Michael C. Mozer, Yoram Singer	6
4	Natural Analysts in Adaptive Data Analysis. 2019 ·International Conference on Machine Learning ·(unknown), Moritz Hardt	1
5	A Meta-Analysis of Overfitting in Machine Learning 2019 ·Neural Information Processing Systems ·Rebecca Roelofs, Vaishaal Shankar, Benjamin Recht, Sara Fridovich-Keil, Moritz Hardt, J. J. Miller, Ludwig Schmidt	53
6	Stable Recurrent Models. 2018 ·International Conference on Learning Representations ·J. J. Miller, Moritz Hardt	9
7	When Recurrent Models Don't Need To Be Recurrent. 2018 ·arXiv (Cornell University) ·J. J. Miller, Moritz Hardt	6
8	Gradient Descent Learns Linear Dynamical Systems 2018 ·arXiv (Cornell University) ·Moritz Hardt, Tengyu Ma, Benjamin Recht	42
9	Sanity Checks for Saliency Maps 2018 ·arXiv (Cornell University) ·Julius Adebayo, Justin Gilmer, Michael Muelly, Ian Goodfellow, Moritz Hardt, Been Kim	206
10	Guilt-free data reuse 2017 ·Communications of the ACM ·Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth	10
11	Train faster, generalize better: stability of stochastic gradient descent 2016 ·International Conference on Machine Learning ·Moritz Hardt, Benjamin Recht, Yoram Singer	125
12	Strategic Classification 2016 ·Moritz Hardt, Nimrod Megiddo, Christos H. Papadimitriou, Mary Wootters	99
13	Computational Limits for Matrix Completion 2014 ·Conference on Learning Theory ·Moritz Hardt, Raghu Meka, Prasad Raghavendra, (unknown)	3
14	Robust Subspace Iteration and Privacy-Preserving Spectral Analysis 2013 ·arXiv (Cornell University) ·Moritz Hardt	3
15	On the Provable Convergence of Alternating Minimization for Matrix Completion. 2013 ·arXiv (Cornell University) ·Moritz Hardt	8
16	Private data release via learning thresholds 2012 ·Symposium on Discrete Algorithms ·Moritz Hardt, Guy N. Rothblum, Rocco A. Servedio	15
17	A simple and practical algorithm for differentially private data release 2010 ·arXiv (Cornell University) ·Moritz Hardt, Katrina Ligett, Frank McSherry	168
18	The uniform hardcore lemma via approximate Bregman projections 2009 ·Symposium on Discrete Algorithms ·Boaz Barak, Moritz Hardt, Satyen Kale	9
19	Subsampling Semidefinite Programs and Max-Cut on the Sphere 2009 ·Boaz Barak, Moritz Hardt, Thomas Holenstein, David Steurer	1
20	The Uniform Hardcore Lemma via Approximate Bregman Projections 2009 ·Boaz Barak, Moritz Hardt, Satyen Kale	8

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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