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ORCIDMarkus Svensén
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- affiliation: Microsoft Research
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2020 – today
- 2020
[j6]Olga Fink
, Qin Wang, Markus Svensén, Pierre Dersin, Wan-Jui Lee, Melanie Ducoffe:
Potential, challenges and future directions for deep learning in prognostics and health management applications. Eng. Appl. Artif. Intell. 92: 103678 (2020)
2010 – 2019
- 2012
- [i1]Christopher M. Bishop, Markus Svensén:
Bayesian Hierarchical Mixtures of Experts. CoRR abs/1212.2447 (2012)
2000 – 2009
- 2005
- [j5]Markus Svensén, Christopher M. Bishop:
Robust Bayesian mixture modelling. Neurocomputing 64: 235-252 (2005) - 2004
- [c7]Christopher M. Bishop, Markus Svensén:
Robust Bayesian Mixture Modelling. ESANN 2004: 69-74 - [c6]Christopher M. Bishop, Markus Svensén, Geoffrey E. Hinton:
Distinguishing text from graphics in on-line handwritten ink. IWFHR 2004: 142-147 - 2003
- [c5]Christopher M. Bishop, Markus Svensén:
Bayesian Hierarchical Mixtures of Experts. UAI 2003: 57-64 - 2002
- [j4]Markus Svensén, Frithjof Kruggel, Habib Benali:
ICA of fMRI Group Study Data. NeuroImage 16(3): 551-563 (2002) - 2000
- [j3]Markus Svensén, Frithjof Kruggel, D. Yves von Cramon:
Probabilistic Modelling of Single Trial fMRI Data. IEEE Trans. Medical Imaging 19(1): 25-35 (2000)
1990 – 1999
- 1999
- [c4]Markus Svensén, Frithjof Kruggel, D. Yves von Cramon:
Markov Random Field Modelling of fMRI Data Using a Mean Field EM-algorithm. EMMCVPR 1999: 317-330 - 1998
- [j2]Christopher M. Bishop, Markus Svensén, Christopher K. I. Williams:
Developments of the generative topographic mapping. Neurocomputing 21(1-3): 203-224 (1998) - [j1]Christopher M. Bishop, Markus Svensén, Christopher K. I. Williams:
GTM: The Generative Topographic Mapping. Neural Comput. 10(1): 215-234 (1998) - 1996
- [c3]Christopher M. Bishop, Markus Svensén, Christopher K. I. Williams:
GTM: A Principled Alternative to the Self-Organizing Map. ICANN 1996: 165-170 - [c2]Christopher M. Bishop, Markus Svensén, Christopher K. I. Williams:
GTM: A Principled Alternative to the Self-Organizing Map. NIPS 1996: 354-360 - 1995
- [c1]Christopher M. Bishop, Markus Svensén, Christopher K. I. Williams:
EM Optimization of Latent-Variables Density Models. NIPS 1995: 465-471
Coauthor Index
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