Martin Jullum
Martin Jullum publishes mostly in Artificial Intelligence, Sociology and Political Science and Statistics and Probability, on topics such as Explainable Artificial Intelligence (XAI), Bayesian Modeling and Causal Inference and Statistical Methods and Inference.
- World rank
- #1,666,101 of 7,710,434 ranked researchers
- Rank in Norway
- #10,553 of 33,005
- Works
- 53
- Citations
- 608
- Citations per work
- 11.5
What does Martin Jullum research?
Martin Jullum's work is mostly in Computer Science (35%), Mathematics (8%), Social Sciences (8%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2546.6%
- Computer Science1935.0%
- Mathematics48.0%
- Earth and Planetary Sciences23.6%
- Everything else1936.7%
- Social Sciences916.7%
- 1Artificial Intelligence35% of their works
- 2Sociology and Political Science8% of their works
- 3Statistics and Probability8% of their works
- 4Management Science and Operations Research5% of their works
- 5Geophysics4% of their works
- 6Finance4% of their works
Research topics
- Explainable Artificial Intelligence (XAI)
- Bayesian Modeling and Causal Inference
- Statistical Methods and Inference
- Machine Learning and Data Classification
- Crime, Illicit Activities, and Governance
- Bayesian Methods and Mixture Models
- Topological and Geometric Data Analysis
- Seismic Imaging and Inversion Techniques
Which keywords describe Martin Jullum's research?
The keywords of their largest research topics: Deep Neural Networks, Interpretable Models, Machine Learning Interpretability, Bayesian Networks, Causal Inference, Regularization, Variable Selection and Hyperparameter Optimization.
- Seismic Waveform Inversion
- Mixture Models
- Clustering
- Criminal Networks
- Hyperparameter Optimization
- Regularization
- Bayesian Networks
- Interpretable Models
- Deep Neural Networks
- Machine Learning Interpretability
- Causal Inference
- Variable Selection
- Noisy Labels
- Organized Crime
- Full-Waveform Tomography
- Persistent Homology
- Topological Methods
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 17 words, with their numbers
- Deep Neural Networks212 topics
- Interpretable Models141 topic
- Machine Learning Interpretability141 topic
- Bayesian Networks81 topic
- Causal Inference81 topic
- Regularization81 topic
- Variable Selection81 topic
- Hyperparameter Optimization71 topic
- Noisy Labels71 topic
- Criminal Networks51 topic
- Organized Crime51 topic
- Clustering41 topic
- Full-Waveform Tomography41 topic
- Mixture Models41 topic
- Persistent Homology41 topic
- Seismic Waveform Inversion41 topic
- Topological Methods41 topic
Where does Martin Jullum work?
Martin Jullum's main affiliation in the publication record is Norwegian Computing Center, Norway.
How many publications and citations does Martin Jullum have?
OpenAlex counts 53 works and 608 citations for Martin Jullum, an h-index of 11, ranking #1,666,101 of 7,710,434 researchers worldwide on the quality 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.
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