Roman Novak
Roman Novak publishes mostly in Artificial Intelligence, Electrical and Electronic Engineering and Computer Networks and Communications, on topics such as Gaussian Processes and Bayesian Inference, Anomaly Detection Techniques and Applications and Adversarial Robustness in Machine Learning.
- World rank
- #305,695 of 1,633,909 ranked researchers
- Rank in Slovenia
- #214 of 1,886
- Works
- 19
- Citations
- 128
- Citations per work
- 6.7
What does Roman Novak research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence23% of their works
- 2Electrical and Electronic Engineering18% of their works
- 3Computer Networks and Communications14% of their works
- 4General Health Professions9% of their works
- 5Computational Theory and Mathematics4% of their works
- 6Aerospace Engineering4% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
- Machine Learning and Data Classification
- Advanced Multi-Objective Optimization Algorithms
- Computer Graphics and Visualization Techniques
- Network Traffic and Congestion Control
- Peer-to-Peer Network Technologies
Which keywords describe Roman Novak's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Gaussian Processes, Neural Networks, Variational Inference, Adversarial Examples, Anomaly Detection and Computer Graphics.
- Unsupervised
- Scalable
- Peer-to-Peer
- Multiobjective Optimization
- Evolutionary Algorithms
- Computer Graphics
- Adversarial Examples
- Neural Networks
- Machine Learning
- Deep Learning
- Gaussian Processes
- Variational Inference
- Anomaly Detection
- Congestion Control
- Hyperparameter Optimization
- Noisy Labels
- Robustness
- TCP
- Visualization
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 Learning43 topics
- Machine Learning32 topics
- Gaussian Processes21 topic
- Neural Networks22 topics
- Variational Inference21 topic
- Adversarial Examples11 topic
- Anomaly Detection11 topic
- Computer Graphics11 topic
- Congestion Control11 topic
- Evolutionary Algorithms11 topic
- Hyperparameter Optimization11 topic
- Multiobjective Optimization11 topic
- Noisy Labels11 topic
- Peer-to-Peer11 topic
- Robustness11 topic
- Scalable11 topic
- TCP11 topic
- Unsupervised11 topic
- Visualization11 topic
Where does Roman Novak work?
Roman Novak's main affiliation in the publication record is Jožef Stefan Institute, Slovenia.
How many publications and citations does Roman Novak have?
Science Explorer counts 19 works and 128 citations for Roman Novak, ranking #305,695 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.