Umut Şimşekli
Umut Şimşekli publishes mostly in Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Speech and Audio Processing, Music and Audio Processing and Stochastic Gradient Optimization Techniques.
- World rank
- #700,831 of 1,633,909 ranked researchers
- Rank in Türkiye
- #3,699 of 17,160
- Works
- 46
- Citations
- 111
- Citations per work
- 2.4
What does Umut Şimşekli research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing29% of their works
- 2Artificial Intelligence27% of their works
- 3Computer Vision and Pattern Recognition17% of their works
- 4Statistics and Probability10% of their works
- 5Computational Mathematics4% of their works
- 6Computational Mechanics4% of their works
Research topics
Which keywords describe Umut Şimşekli's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Approximation Algorithms, Convolutional Neural Networks, Audio Signal Classification, Audio-Visual Speech Recognition, Music Information Retrieval and Speech Enhancement.
- Image Synthesis
- Gaussian Processes
- Acoustic Modeling
- Interactive Evolutionary Computation
- Bayesian Monte Carlo
- Stochastic Gradient Descent
- Speech Enhancement
- Audio-Visual Speech Recognition
- Convolutional Neural Networks
- Neural Networks
- Deep Learning
- Approximation Algorithms
- Audio Signal Classification
- Music Information Retrieval
- Random Projections
- Machine Learning
- Markov Chain
- Music Generation
- Deep Neural Networks
- Generative Adversarial Networks
- Variational Inference
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 21 words, with their numbers
- Deep Learning245 topics
- Neural Networks153 topics
- Approximation Algorithms102 topics
- Convolutional Neural Networks92 topics
- Audio Signal Classification71 topic
- Audio-Visual Speech Recognition71 topic
- Music Information Retrieval71 topic
- Speech Enhancement71 topic
- Random Projections61 topic
- Stochastic Gradient Descent61 topic
- Machine Learning52 topics
- Bayesian Monte Carlo41 topic
- Markov Chain41 topic
- Interactive Evolutionary Computation31 topic
- Music Generation31 topic
- Acoustic Modeling21 topic
- Deep Neural Networks21 topic
- Gaussian Processes21 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Variational Inference21 topic
Where does Umut Şimşekli work?
Umut Şimşekli's main affiliation in the publication record is Boğaziçi University, Türkiye.
How many publications and citations does Umut Şimşekli have?
Science Explorer counts 46 works and 111 citations for Umut Şimşekli, ranking #700,831 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.