Alex Smola
Alex Smola publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Gaussian Processes and Bayesian Inference, Face and Expression Recognition and Control Systems and Identification.
- World rank
- #7,168 of 1,633,909 ranked researchers
- Rank in Australia
- #149 of 35,497
- Works
- 54
- Citations
- 2.3k
- Citations per work
- 43.3
What does Alex Smola research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Computer Vision and Pattern Recognition21% of their works
- 3Signal Processing7% of their works
- 4Statistics and Probability6% of their works
- 5Information Systems6% of their works
- 6Control and Systems Engineering6% of their works
Research topics
Which keywords describe Alex Smola's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Machine Learning, Neural Networks, Dimensionality Reduction, Face Recognition, Gaussian Processes and Parameter Estimation.
- Word Representation
- Mixture Models
- Hyperparameter Optimization
- Differential Privacy
- Self-Organizing Maps
- System Identification
- Parameter Estimation
- Face Recognition
- Neural Networks
- Bayesian Inference
- Deep Learning
- Machine Learning
- Dimensionality Reduction
- Gaussian Processes
- Sparse Regression
- Backpropagation Learning
- Clustering
- Federated Learning
- Machine Translation
- Noisy Labels
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 Learning72 topics
- Bayesian Inference62 topics
- Machine Learning62 topics
- Neural Networks52 topics
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Gaussian Processes41 topic
- Parameter Estimation41 topic
- Sparse Regression41 topic
- System Identification41 topic
- Backpropagation Learning31 topic
- Self-Organizing Maps31 topic
- Clustering21 topic
- Differential Privacy21 topic
- Federated Learning21 topic
- Hyperparameter Optimization21 topic
- Machine Translation21 topic
- Mixture Models21 topic
- Noisy Labels21 topic
- Word Representation21 topic
Where does Alex Smola work?
Alex Smola's main affiliation in the publication record is Data61, Australia.
How many publications and citations does Alex Smola have?
Science Explorer counts 54 works and 2,336 citations for Alex Smola, ranking #7,168 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.