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Dr. Silvia Chiappa

Room number: 213
Phone: +49-7071-601-569
E-Mail: silvia.chiappa
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Silvia Chiappa

Position: Research Scientist  Unit: Alumni Schölkopf

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Conference papers (5):

• Chiappa S Person and Peters J Person (June-2011) Movement extraction by detecting dynamics switches and repetitions In: Advances in Neural Information Processing Systems 23, Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 388-396.
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• Chiappa S Person, Kober J Person and Peters J Person (June-2009) Using Bayesian Dynamical Systems for Motion Template Libraries In: Advances in neural information processing systems 21, Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Curran, Red Hook, NY, USA, 297-304.
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• Chiappa S Person, Saigo H Person and Tsuda K Person (May-2009) A Bayesian Approach to Graph Regression with Relevant Subgraph Selection In: SDM09, 2009 SIAM International Conference on Data Mining, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, 295-304.
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• Chiappa S Person (December-2008) A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation In: ICMLA 2008, 7th International Conference on Machine Learning and Applications, IEEE Computer Society, Los Alamitos, CA, USA, 3-9.
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• Chiappa S Person and Barber D (September-2007) Output Grouping using Dirichlet Mixtures of Linear Gaussian State-Space Models In: ISPA 2007, 5th International Symposium on Image and Signal Processing and Analysis, IEEE Computer Society, Los Alamitos, CA, USA, 446-451.
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Technical reports (2):

• Chiappa S Person: Unsupervised Bayesian Time-series Segmentation based on Linear Gaussian State-space Models, 171, Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany, (June-2008).
• Chiappa S Person and Barber D : Dirichlet Mixtures of Bayesian Linear Gaussian State-Space Models: a Variational Approach, 161, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (March-2007).
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Posters (1):

• Chiappa S Person (November-2008): Variational Bayesian Model Selection in Linear Gaussian State-Space based Models, International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), 2008 1.

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Last updated: Monday, 16.01.2012