Moritz Hardt
Impact in
- Safety Research top 0.1%
- Ethics and Social Impacts of AI
- Health Informatics top 0.5%
Papers in
-
- Privacy-Preserving Technologies in Data 13
- Stochastic Gradient Optimization Techniques 11
- Machine Learning and Algorithms 10
- Cryptography and Data Security 5
- Domain Adaptation and Few-Shot Learning 4
-
- Complexity and Algorithms in Graphs 13
- Co-authors
- Cynthia Dwork (4 shared papers)Toniann Pitassi (4 shared papers)Omer Reingold (4 shared papers)Richard S. Zemel (1 shared paper)Benjamin Recht (5 shared papers)Oriol Vinyals (1 shared paper)Chiyuan Zhang (1 shared paper)Samy Bengio (1 shared paper)
- Journals
- Communications of the ACM (2 papers)SIAM Journal on Computing (1 paper)Proceedings of the National Academy of Sciences (1 paper)Science (1 paper)Statistical Science (1 paper)
- Partner nations
- United StatesGermanyCanada
In The Last Decade
Moritz Hardt
49 papers receiving 5.3k citations
Moritz Hardt's Hit Papers
Peers
Comparison fields: 5 of 182
- Safety Research 1.3k
- Health Informatics 197
- Artificial Intelligence 3.5k
- Computer Science Applications 335
- Computer Vision and Pattern Recognition 728
Countries citing papers authored by Moritz Hardt
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
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-authors
The 25 scholars most cited alongside Moritz Hardt, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 56 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Fairness through awareness Hit paper breakdown → | 2012 | 2092 |
| 2 | Understanding deep learning (still) requires rethinking generalization Hit paper breakdown → | 2021 | 1568 |
| 3 | 2010 | 213 | |
| 4 | 2010 | 206 | |
| 5 | 2015 | 193 | |
| 6 | Train faster, generalize better: stability of stochastic gradient descent | 2016 | 146 |
| 7 | 2015 | 133 | |
| 8 | 2016 | 128 | |
| 9 | A System for Massively Parallel Hyperparameter Tuning | 2020 | 94 |
| 10 | 2019 | 77 | |
| 11 | 2011 | 64 | |
| 12 | A Meta-Analysis of Overfitting in Machine Learning | 2019 | 56 |
| 13 | 2013 | 51 | |
| 14 | Massively Parallel Hyperparameter Tuning | 2018 | 43 |
| 15 | 2014 | 42 | |
| 16 | 2012 | 41 | |
| 17 | 2015 | 33 | |
| 18 | 2013 | 30 | |
| 19 | 2008 | 29 | |
| 20 | 2021 | 28 |
About Moritz Hardt
Moritz Hardt is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Safety Research, Statistics and Probability and Computational Mechanics, having authored 56 papers that have together received 5.6k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (13 papers), Complexity and Algorithms in Graphs (13 papers), Stochastic Gradient Optimization Techniques (11 papers), Machine Learning and Algorithms (10 papers), Sparse and Compressive Sensing Techniques (8 papers), Ethics and Social Impacts of AI (6 papers), Cryptography and Data Security (5 papers) and Domain Adaptation and Few-Shot Learning (4 papers). The work is most often cited by research in Safety Research (1.3k citations), Health Informatics (197 citations), Artificial Intelligence (3.5k citations), Computer Science Applications (335 citations) and Computer Vision and Pattern Recognition (728 citations). Moritz Hardt has collaborated with scholars based in United States, Germany and Canada. Frequent co-authors include Cynthia Dwork, Toniann Pitassi, Omer Reingold, Richard S. Zemel, Benjamin Recht, Oriol Vinyals, Chiyuan Zhang, Samy Bengio, Aaron Roth and Guy N. Rothblum. Their work appears in journals such as Communications of the ACM, SIAM Journal on Computing, Proceedings of the National Academy of Sciences, Science and Statistical Science.
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.