Standout Papers

An introduction to kernel-based learning algorithms 1999 2026 2008 2017 1.9k
  1. An introduction to kernel-based learning algorithms (2001)
    K. Müller, Mika Sirén et al. IEEE Transactions on Neural Networks
  2. Fisher discriminant analysis with kernels (2003)
    Mika Sirén, Gunnar Rätsch et al. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)
  3. Soft Margins for AdaBoost (2001)
    Gunnar Rätsch, Takashi Onoda et al. Machine Learning
  4. Large Scale Multiple Kernel Learning (2006)
    Sören Sonnenburg, Gunnar Rätsch et al. Journal of Machine Learning Research
  5. Input space versus feature space in kernel-based methods (1999)
    Bernhard Schölkopf, Mika Sirén et al. IEEE Transactions on Neural Networks
  6. Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana (2007)
    Richard M. Clark, Gabriele Schweikert et al. Science
  7. Ecological Modeling from Time-Series Inference: Insight into Dynamics and Stability of Intestinal Microbiota (2013)
    Richard R. Stein, Vanni Bucci et al. PLoS Computational Biology
  8. DNA methylation in Arabidopsis has a genetic basis and shows evidence of local adaptation (2015)
    Manu Dubin, Pei Zhang et al. eLife
  9. Interferon-γ regulates cellular metabolism and mRNA translation to potentiate macrophage activation (2015)
    Yingpu Yu, 義夫 田中 et al. Nature Immunology
  10. Early prediction of circulatory failure in the intensive care unit using machine learning (2020)
    Stephanie L. Hyland, Martin Faltys et al. Nature Medicine

Immediate Impact

12 by Nobel laureates 28 from Science/Nature 96 standout
Sub-graph 1 of 19

Citing Papers

An atlas of transcription initiation reveals regulatory principles of gene and transposable element expression in early mammalian development
2025 Standout
Inheritance of acquired adaptive cold tolerance in rice through DNA methylation
2025 Standout
4 intermediate papers

Works of Gunnar Rätsch being referenced

A Pan-cancer Transcriptome Analysis Reveals Pervasive Regulation through Alternative Promoters
2019
DNA methylation in Arabidopsis has a genetic basis and shows evidence of local adaptation
2015 Standout
and 2 more

Author Peers

Author Last Decade Papers Cites
Gunnar Rätsch 4728 3662 3333 150 13.8k
Nello Cristianini 5721 7581 5015 254 24.7k
Daphne Koller 7456 5486 2821 149 17.9k
Brendan J. Frey 10042 3669 2189 120 19.4k
De-Shuang Huang 3841 2240 3018 286 10.0k
Jason Weston 5087 6474 4948 91 17.3k
Martin Ester 3363 4779 2543 79 16.1k
Taesung Park 4269 2679 6518 381 19.3k
Lili Yuan 3634 3031 2573 113 12.3k
Laurens van der Maaten 4074 8629 6756 36 23.2k
Bart De Moor 3716 5245 2246 421 21.9k

All Works

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2026