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
-
- Gaze Tracking and Assistive Technology 7
- Co-authors
- Richard S. ZemelAndrew McCallumLimin YaoSebastian RiedelDeepak GanesanKevin P. MurphyKevin SwerskyNando de Freitas
- Journals
- Journal of Medical Internet Research (2 papers)Drug and Alcohol Dependence (2 papers)Alzheimer s & Dementia (1 paper)European Journal of Psychological Assessment (1 paper)International Journal of Environmental Research and Public Health (1 paper)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Benjamin M. Marlin
78 papers receiving 2.3k citations
Hit Papers
Peers
Comparison fields: 5 of 142
- Artificial Intelligence 1.1k
- Computational Mathematics 17
- Applied Psychology 145
- Computer Vision and Pattern Recognition 568
- Health Informatics 36
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 11 | |
| 2 | 2022 | 17 | |
| 3 | Generalized Bayesian Posterior Expectation Distillation for Deep Neural Networks | 2020 | 1 |
| 4 | 2020 | 199 | |
| 5 | Learning Time Series Segmentation Models from Temporally Imprecise Labels | 2018 | 1 |
| 6 | Parsing wireless electrocardiogram signals with context free grammar conditional random fields | 2016 | 2 |
| 7 | A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification | 2016 | 10 |
| 8 | 2016 | 3 | |
| 9 | Classification of sparse and irregularly sampled time series with mixtures of expected Gaussian kernels and random features | 2015 | 5 |
| 10 | Relation Extraction with Matrix Factorization and Universal Schemas Hit paper breakdown → | 2013 | 314 |
| 11 | A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models | 2012 | 20 |
| 12 | 2011 | 23 | |
| 13 | Piecewise bounds for estimating bernoulli-logistic latent Gaussian models | 2011 | 15 |
| 14 | On Autoencoders and Score Matching for Energy Based Models | 2011 | 33 |
| 15 | Variational bounds for mixed-data factor analysis | 2010 | 33 |
| 16 | Inductive Principles for Restricted Boltzmann Machine Learning | 2010 | 80 |
| 17 | Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models | 2009 | 12 |
| 18 | Unsupervised Learning with Non-Ignorable Missing Data. | 2005 | 11 |
| 19 | 2004 | 2 | |
| 20 | Modeling User Rating Profiles For Collaborative Filtering | 2003 | 180 |
About Benjamin M. Marlin
Benjamin M. Marlin is a scholar working on Applied Psychology, Human-Computer Interaction, Signal Processing, Computer Vision and Pattern Recognition and Artificial Intelligence, having authored 84 papers that have together received 2.4k indexed citations. Recurring topics across this work include Recommender Systems and Techniques (8 papers), Gaze Tracking and Assistive Technology (7 papers), Time Series Analysis and Forecasting (7 papers), Gaussian Processes and Bayesian Inference (7 papers), Mental Health Research Topics (6 papers), EEG and Brain-Computer Interfaces (6 papers), Anomaly Detection Techniques and Applications (6 papers) and Bayesian Modeling and Causal Inference (6 papers). The work is most often cited by research in Artificial Intelligence (1.1k citations), Computational Mathematics (17 citations), Applied Psychology (145 citations), Computer Vision and Pattern Recognition (568 citations) and Health Informatics (36 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, Limin Yao, Sebastian Riedel, 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, Alzheimer s & Dementia, European Journal of Psychological Assessment and International Journal of Environmental Research and Public Health.
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.