Benjamin M. Marlin
Impact in
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Graph Neural Networks
- Computational Mathematics top 10%
Papers in
-
- Gaussian Processes and Bayesian Inference 7
- Anomaly Detection Techniques and Applications 6
- Bayesian Modeling and Causal Inference 6
-
- Advanced Neural Network Applications 5
- Co-authors
- Richard S. Zemel (5 shared papers)Andrew McCallum (1 shared paper)Sebastian Riedel (1 shared paper)Limin Yao (1 shared paper)Deepak Ganesan (22 shared papers)Kevin P. Murphy (6 shared papers)Kevin Swersky (4 shared papers)Nando de Freitas (4 shared papers)
- Journals
- Journal of Medical Internet Research (2 papers)Drug and Alcohol Dependence (2 papers)Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (1 paper)Journal of Addiction Medicine (1 paper)npj Digital Medicine (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Benjamin M. Marlin
78 papers receiving 2.3k citations
Benjamin M. Marlin's Hit Papers
Peers
Comparison fields: 5 of 135
- Artificial Intelligence 1.1k
- Computational Mathematics 17
- Computer Vision and Pattern Recognition 571
- Information Systems 593
- Health Informatics 33
Countries citing papers authored by Benjamin M. Marlin
This map shows the geographic impact of Benjamin M. Marlin'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 Benjamin M. Marlin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin M. Marlin more than expected).
Fields of papers citing papers by Benjamin M. Marlin
This network shows the impact of papers produced by Benjamin M. Marlin. 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 Benjamin M. Marlin. The network helps show where Benjamin M. Marlin may publish in the future.
Co-authors
The 25 scholars most cited alongside Benjamin M. Marlin, 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 86 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Relation Extraction with Matrix Factorization and Universal Schemas Hit paper breakdown → | 2013 | 316 |
| 2 | 2020 | 208 | |
| 3 | 2009 | 188 | |
| 4 | Modeling User Rating Profiles For Collaborative Filtering | 2003 | 180 |
| 5 | 2013 | 123 | |
| 6 | Collaborative Filtering: A Machine Learning Perspective | 2004 | 118 |
| 7 | 2012 | 108 | |
| 8 | 2015 | 106 | |
| 9 | 2012 | 85 | |
| 10 | Inductive Principles for Restricted Boltzmann Machine Learning | 2010 | 80 |
| 11 | 2014 | 60 | |
| 12 | 2015 | 54 | |
| 13 | 2004 | 50 | |
| 14 | 2020 | 48 | |
| 15 | 2016 | 44 | |
| 16 | 2010 | 41 | |
| 17 | 2015 | 40 | |
| 18 | 2009 | 34 | |
| 19 | On Autoencoders and Score Matching for Energy Based Models | 2011 | 33 |
| 20 | Variational bounds for mixed-data factor analysis | 2010 | 33 |
About Benjamin M. Marlin
Benjamin M. Marlin is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Signal Processing and Computer Networks and Communications, having authored 86 papers that have together received 2.5k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (8 papers), Gaussian Processes and Bayesian Inference (7 papers), Time Series Analysis and Forecasting (7 papers), Gaze Tracking and Assistive Technology (7 papers), Anomaly Detection Techniques and Applications (6 papers), EEG and Brain-Computer Interfaces (6 papers), Bayesian Modeling and Causal Inference (6 papers) and Advanced Neural Network Applications (5 papers). The work is most often cited by research in Artificial Intelligence (1.1k citations), Computational Mathematics (17 citations), Computer Vision and Pattern Recognition (571 citations), Information Systems (593 citations) and Health Informatics (33 citations). Benjamin M. Marlin has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Richard S. Zemel, Andrew McCallum, Sebastian Riedel, Limin Yao, Deepak Ganesan, Kevin P. Murphy, Kevin Swersky, Nando de Freitas, Sam T. Roweis and Abhinav Parate. Their work appears in journals such as Journal of Medical Internet Research, Drug and Alcohol Dependence, Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, Journal of Addiction Medicine and npj Digital Medicine.
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.