Stefan Falkner
About
In The Last Decade
Stefan Falkner
10 papers receiving 309 citations
Peers
Comparison fields: 5 of 64
- Artificial Intelligence 242
- Computational Theory and Mathematics 79
- Computer Vision and Pattern Recognition 62
- Atomic and Molecular Physics, and Optics 57
- Electrical and Electronic Engineering 31
Countries citing papers authored by Stefan Falkner
This map shows the geographic impact of Stefan Falkner's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stefan Falkner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefan Falkner more than expected).
Fields of papers citing papers by Stefan Falkner
This network shows the impact of papers produced by Stefan Falkner. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stefan Falkner. The network helps show where Stefan Falkner may publish in the future.
Co-authorship network of co-authors of Stefan Falkner
This figure shows the co-authorship network connecting the top 25 collaborators of Stefan Falkner. A scholar is included among the top collaborators of Stefan Falkner based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stefan Falkner. Stefan Falkner is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders | 1 |
| 2 | Practical Hyperparameter Optimization for Deep Learning | 12 |
| 3 | Learning Curve Prediction with Bayesian Neural Networks | 67 |
| 4 | 43 | |
| 5 | Bayesian optimization with robust Bayesian neural networks | 119 |
| 6 | 19 | |
| 7 | 14 | |
| 8 | 9 | |
| 9 | 32 | |
| 10 | 8 |
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.