Łukasz Kaiser
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Domain Adaptation and Few-Shot Learning
- Speech Recognition and Synthesis
- Advanced Text Analysis Techniques
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- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
Papers in
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- Logic, Reasoning, and Knowledge 13
- Logic, programming, and type systems 7
- Artificial Intelligence in Games 5
- Topic Modeling 3
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- Formal Methods in Verification 7
- Computability, Logic, AI Algorithms 6
- Advanced Algebra and Logic 4
- Co-authors
- George Tucker (2 shared papers)Geoffrey E. Hinton (1 shared paper)Nikita Kitaev (1 shared paper)Jan Chorowski (1 shared paper)Gabriel Pereyra (1 shared paper)Anselm Levskaya (1 shared paper)Enrique Alfonseca (1 shared paper)Katja Filippova (1 shared paper)
- Journals
- Logical Methods in Computer Science (2 papers)Theory of Computing Systems (1 paper)Nature Communications (1 paper)Journal of Logic Language and Information (1 paper)Journal of Symbolic Logic (1 paper)
- Partner nations
- FranceGermanyUnited States
In The Last Decade
Łukasz Kaiser
28 papers receiving 732 citations
Łukasz Kaiser's Hit Papers
Peers
Comparison fields: 5 of 109
- Artificial Intelligence 591
- Computer Vision and Pattern Recognition 228
- Computational Theory and Mathematics 88
- Health Informatics 6
- Signal Processing 37
Countries citing papers authored by Łukasz Kaiser
This map shows the geographic impact of Łukasz Kaiser'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 Łukasz Kaiser with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Łukasz Kaiser more than expected).
Fields of papers citing papers by Łukasz Kaiser
This network shows the impact of papers produced by Łukasz Kaiser. 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 Łukasz Kaiser. The network helps show where Łukasz Kaiser may publish in the future.
Co-authors
The 25 scholars most cited alongside Łukasz Kaiser, 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 30 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Regularizing Neural Networks by Penalizing Confident Output Distributions Hit paper breakdown → | 2017 | 178 |
| 2 | 2020 | 168 | |
| 3 | 2015 | 136 | |
| 4 | 2020 | 108 | |
| 5 | Learning to Remember Rare Events | 2017 | 32 |
| 6 | Model Based Reinforcement Learning for Atari | 2020 | 23 |
| 7 | 2022 | 20 | |
| 8 | Learning games from videos guided by descriptive complexity | 2012 | 17 |
| 9 | 2012 | 16 | |
| 10 | 2010 | 11 | |
| 11 | 2012 | 10 | |
| 12 | 2009 | 9 | |
| 13 | 2010 | 9 | |
| 14 | Game Quantification on Automatic Structures and Hierarchical Model Checking Games | 2006 | 6 |
| 15 | 2011 | 5 | |
| 16 | 2008 | 4 | |
| 17 | First-order logic with counting for general game playing | 2011 | 3 |
| 18 | 2015 | 3 | |
| 19 | 2015 | 3 | |
| 20 | 2021 | 2 |
About Łukasz Kaiser
Łukasz Kaiser is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Computer Vision and Pattern Recognition, Management Science and Operations Research and Geometry and Topology, having authored 30 papers that have together received 776 indexed citations. Recurring topics across this work include Logic, Reasoning, and Knowledge (13 papers), Logic, programming, and type systems (7 papers), Formal Methods in Verification (7 papers), Computability, Logic, AI Algorithms (6 papers), Artificial Intelligence in Games (5 papers), Multimodal Machine Learning Applications (4 papers), Advanced Algebra and Logic (4 papers) and Topic Modeling (3 papers). The work is most often cited by research in Artificial Intelligence (591 citations), Computer Vision and Pattern Recognition (228 citations), Computational Theory and Mathematics (88 citations), Health Informatics (6 citations) and Signal Processing (37 citations). Łukasz Kaiser has collaborated with scholars based in France, Germany and United States. Frequent co-authors include George Tucker, Geoffrey E. Hinton, Nikita Kitaev, Jan Chorowski, Gabriel Pereyra, Anselm Levskaya, Enrique Alfonseca, Katja Filippova, Oriol Vinyals and Ondřej Bojar. Their work appears in journals such as Logical Methods in Computer Science, Theory of Computing Systems, Nature Communications, Journal of Logic Language and Information and Journal of Symbolic Logic.
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.