Brandon Amos
Brandon Amos publishes mostly in Artificial Intelligence, Cognitive Neuroscience and Control and Systems Engineering, on topics such as Reinforcement Learning in Robotics, Gaussian Processes and Bayesian Inference and Anomaly Detection Techniques and Applications.
- World rank
- #151,902 of 1,633,909 ranked researchers
- Rank in Israel
- #1,287 of 8,450
- Works
- 25
- Citations
- 209
- Citations per work
- 8.4
What does Brandon Amos research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Cognitive Neuroscience8% of their works
- 3Control and Systems Engineering8% of their works
- 4Statistical and Nonlinear Physics8% of their works
- 5Molecular Biology4% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
- Reinforcement Learning in Robotics
- Gaussian Processes and Bayesian Inference
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
- Model Reduction and Neural Networks
- Cell Image Analysis Techniques
- Gene Regulatory Network Analysis
- Visual perception and processing mechanisms
Which keywords describe Brandon Amos's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Reinforcement Learning, Robotics, Gaussian Processes, Variational Inference and Anomaly Detection.
- Stochastic Gene Expression
- High-Content Screening
- Bioimage Analysis
- Partial Differential Equations
- Model Reduction
- Anomaly Detection
- Gaussian Processes
- Reinforcement Learning
- Machine Learning
- Deep Learning
- Neural Networks
- Robotics
- Variational Inference
- Hyperparameter Optimization
- Noisy Labels
- Unsupervised
- Gene Regulatory Networks
- Neural Processing
- Visual Perception
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Deep Learning125 topics
- Machine Learning63 topics
- Neural Networks62 topics
- Reinforcement Learning41 topic
- Robotics41 topic
- Gaussian Processes31 topic
- Variational Inference31 topic
- Anomaly Detection21 topic
- Hyperparameter Optimization21 topic
- Model Reduction21 topic
- Noisy Labels21 topic
- Partial Differential Equations21 topic
- Unsupervised21 topic
- Bioimage Analysis11 topic
- Gene Regulatory Networks11 topic
- High-Content Screening11 topic
- Neural Processing11 topic
- Stochastic Gene Expression11 topic
- Visual Perception11 topic
Where does Brandon Amos work?
Brandon Amos's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does Brandon Amos have?
Science Explorer counts 25 works and 209 citations for Brandon Amos, ranking #151,902 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.