Manfred K. Warmuth
Manfred K. Warmuth publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics, on topics such as Machine Learning and Algorithms, Advanced Bandit Algorithms Research and Sparse and Compressive Sensing Techniques.
- World rank
- #43,594 of 1,633,909 ranked researchers
- Rank in United States
- #20,124 of 358,040
- Works
- 59
- Citations
- 638
- Citations per work
- 10.8
What does Manfred K. Warmuth research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Management Science and Operations Research14% of their works
- 3Computational Theory and Mathematics8% of their works
- 4Computational Mechanics8% of their works
- 5Computer Networks and Communications7% of their works
- 6Signal Processing3% of their works
Research topics
Which keywords describe Manfred K. Warmuth's research?
The keywords of their largest research topics: Deep Learning, Convex Optimization, Active Learning, Machine Learning, Hyperparameter Optimization, Bandit Optimization, Bayesian Optimization and Compressed Sensing.
- Robotics
- Self-Organizing Maps
- Noisy Labels
- Instance Selection
- Suffix Arrays
- Neural Networks
- Compressed Sensing
- Bandit Optimization
- Machine Learning
- Convex Optimization
- Deep Learning
- Active Learning
- Hyperparameter Optimization
- Bayesian Optimization
- Sparse Representation
- Compression
- Backpropagation Learning
- Mobile Robots
- Online Algorithms
- Reinforcement Learning
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 20 words, with their numbers
- Deep Learning183 topics
- Convex Optimization152 topics
- Active Learning131 topic
- Machine Learning131 topic
- Hyperparameter Optimization122 topics
- Bandit Optimization91 topic
- Bayesian Optimization91 topic
- Compressed Sensing61 topic
- Sparse Representation61 topic
- Neural Networks52 topics
- Compression41 topic
- Suffix Arrays41 topic
- Backpropagation Learning31 topic
- Instance Selection31 topic
- Mobile Robots31 topic
- Noisy Labels31 topic
- Online Algorithms31 topic
- Self-Organizing Maps31 topic
- Reinforcement Learning21 topic
- Robotics21 topic
Where does Manfred K. Warmuth work?
Manfred K. Warmuth's main affiliation in the publication record is University of California, Santa Cruz, United States.
How many publications and citations does Manfred K. Warmuth have?
Science Explorer counts 59 works and 638 citations for Manfred K. Warmuth, ranking #43,594 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.