Markus Weimer
Impact in
- Computational Mathematics top 5%
- Information Systems top 0.5%
- Recommender Systems and Techniques
- Cloud Computing and Resource Management
Papers in
-
- Recommender Systems and Techniques 12
- Cloud Computing and Resource Management 10
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- Machine Learning and Data Classification 7
- Data Stream Mining Techniques 6
- Advanced Graph Neural Networks 4
- Stochastic Gradient Optimization Techniques 4
- Co-authors
- Alex J. Smola (6 shared papers)Martin Zinkevich (2 shared papers)Lihong Li (1 shared paper)Alexandros Karatzoglou (10 shared papers)Yehuda Koren (2 shared papers)Quoc Viet Le (1 shared paper)Noam Koenigstein (1 shared paper)Gideon Dror (1 shared paper)
- Journals
- Proceedings of the VLDB Endowment (3 papers)Machine Learning (1 paper)ACM Transactions on Computer Systems (1 paper)ACM SIGMOD Record (1 paper)Lecture notes in computer science (1 paper)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Markus Weimer
44 papers receiving 1.9k citations
Markus Weimer's Hit Papers
Peers
Comparison fields: 5 of 106
- Computational Mathematics 37
- Information Systems 965
- Artificial Intelligence 1.2k
- Computer Vision and Pattern Recognition 585
- Management Science and Operations Research 279
Countries citing papers authored by Markus Weimer
This map shows the geographic impact of Markus Weimer'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 Markus Weimer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Markus Weimer more than expected).
Fields of papers citing papers by Markus Weimer
This network shows the impact of papers produced by Markus Weimer. 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 Markus Weimer. The network helps show where Markus Weimer may publish in the future.
Co-authors
The 25 scholars most cited alongside Markus Weimer, 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 44 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Parallelized Stochastic Gradient Descent Hit paper breakdown → | 2010 | 659 |
| 2 | COFI RANK - Maximum margin matrix factorization for collaborative ranking | 2007 | 265 |
| 3 | 2010 | 183 | |
| 4 | The Yahoo! Music Dataset and KDD-Cup'11 | 2011 | 165 |
| 5 | 2008 | 87 | |
| 6 | 2008 | 87 | |
| 7 | 2007 | 64 | |
| 8 | FLAML: A Fast and Lightweight AutoML Library | 2021 | 54 |
| 9 | 2013 | 37 | |
| 10 | Collaborative Filtering on a Budget | 2010 | 33 |
| 11 | Darmstadt Knowledge Processing Repository Based on UIMA | 2007 | 33 |
| 12 | 2019 | 30 | |
| 13 | Towards Geo-Distributed Machine Learning. | 2016 | 29 |
| 14 | 2008 | 24 | |
| 15 | Declarative Systems for Large-Scale Machine Learning. | 2012 | 24 |
| 16 | Predicting the Perceived Quality of Web Forum Posts | 2007 | 23 |
| 17 | 2013 | 23 | |
| 18 | 2020 | 23 | |
| 19 | Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach. | 2018 | 20 |
| 20 | 2022 | 20 |
About Markus Weimer
Markus Weimer is a scholar working on Information Systems, Artificial Intelligence, Computer Networks and Communications, Computer Vision and Pattern Recognition and Management Science and Operations Research, having authored 44 papers that have together received 2.0k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (12 papers), Cloud Computing and Resource Management (10 papers), Machine Learning and Data Classification (7 papers), Data Stream Mining Techniques (6 papers), Scientific Computing and Data Management (5 papers), Graph Theory and Algorithms (5 papers), Advanced Graph Neural Networks (4 papers) and Stochastic Gradient Optimization Techniques (4 papers). The work is most often cited by research in Computational Mathematics (37 citations), Information Systems (965 citations), Artificial Intelligence (1.2k citations), Computer Vision and Pattern Recognition (585 citations) and Management Science and Operations Research (279 citations). Markus Weimer has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Alex J. Smola, Martin Zinkevich, Lihong Li, Alexandros Karatzoglou, Yehuda Koren, Quoc Viet Le, Noam Koenigstein, Gideon Dror, Iryna Gurevych and Tsvi Kuflik. Their work appears in journals such as Proceedings of the VLDB Endowment, Machine Learning, ACM Transactions on Computer Systems, ACM SIGMOD Record and Lecture notes in computer 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.