Brandon Amos
Impact in
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- Face recognition and analysis
- Context-Aware Activity Recognition Systems
- Face and Expression Recognition
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- IoT and Edge/Fog Computing
- Network Security and Intrusion Detection
- Caching and Content Delivery
Papers in
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- Context-Aware Activity Recognition Systems 4
- Face recognition and analysis 3
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- Machine Learning and Algorithms 4
- Adversarial Robustness in Machine Learning 2
- Reinforcement Learning in Robotics 2
- Co-authors
- Mahadev SatyanarayananPadmanabhan PillaiKiryong HaWenlu HuZhuo ChenHamilton TurnerJules WhiteJunjue Wang
- Journals
- ACM Transactions on Mathematical Software (1 paper)ACM Transactions on Multimedia Computing Communications and Applications (1 paper)IEEE Security & Privacy (1 paper)IEEE Pervasive Computing (1 paper)IEEE/ACM Transactions on Computational Biology and Bioinformatics (1 paper)
- Partner nations
- United StatesNetherlandsBelgium
In The Last Decade
Brandon Amos
30 papers receiving 1.8k citations
Hit Papers
Peers
Comparison fields: 5 of 116
- Computer Vision and Pattern Recognition 746
- Computer Networks and Communications 834
- Signal Processing 297
- Software 65
- Information Systems 382
Countries citing papers authored by Brandon Amos
This map shows the geographic impact of Brandon Amos'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 Brandon Amos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Brandon Amos more than expected).
Fields of papers citing papers by Brandon Amos
This network shows the impact of papers produced by Brandon Amos. 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 Brandon Amos. The network helps show where Brandon Amos may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Brandon Amos, 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 | 0 | |
| 2 | 2023 | 11 | |
| 3 | Objective Mismatch in Model-based Reinforcement Learning | 2020 | 3 |
| 4 | 2020 | 5 | |
| 5 | Depth-Limited Solving for Imperfect-Information Games | 2018 | 1 |
| 6 | Differentiable MPC for End-to-end Planning and Control | 2018 | 34 |
| 7 | 2018 | 42 | |
| 8 | Task-based End-to-end Model Learning. | 2017 | 2 |
| 9 | Input Convex Neural Networks | 2017 | 35 |
| 10 | 2017 | 67 | |
| 11 | 2017 | 85 | |
| 12 | 2017 | 7 | |
| 13 | 2017 | 41 | |
| 14 | Collapsed variational inference for sum-product networks | 2016 | 7 |
| 15 | 2016 | 68 | |
| 16 | 2015 | 7 | |
| 17 | 2015 | 39 | |
| 18 | 2014 | 5 | |
| 19 | 2014 | 1 | |
| 20 | 2013 | 125 |
About Brandon Amos
Brandon Amos is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Computer Networks and Communications, Signal Processing and Hardware and Architecture, having authored 31 papers that have together received 1.8k indexed citations. Recurring topics across this work include IoT and Edge/Fog Computing (5 papers), Machine Learning and Algorithms (4 papers), Context-Aware Activity Recognition Systems (4 papers), Face recognition and analysis (3 papers), Cloud Computing and Resource Management (3 papers), Adversarial Robustness in Machine Learning (2 papers), Reinforcement Learning in Robotics (2 papers) and Green IT and Sustainability (2 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (746 citations), Computer Networks and Communications (834 citations), Signal Processing (297 citations), Software (65 citations) and Information Systems (382 citations). Brandon Amos has collaborated with scholars based in United States, Netherlands and Belgium. Frequent co-authors include Mahadev Satyanarayanan, Padmanabhan Pillai, Kiryong Ha, Wenlu Hu, Zhuo Chen, Hamilton Turner, Jules White, Junjue Wang, J. Zico Kolter and Yu Xiao. Their work appears in journals such as ACM Transactions on Mathematical Software, ACM Transactions on Multimedia Computing Communications and Applications, IEEE Security & Privacy, IEEE Pervasive Computing and IEEE/ACM Transactions on Computational Biology and Bioinformatics.
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.