Publications of S Chiappa
All genres
Conference Paper (5)
1.
Conference Paper
Movement extraction by detecting dynamics switches and repetitions. Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, Canada, December 06, 2010 - December 11, 2010. Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, pp. 388 - 396 (2011)
2.
Conference Paper
Using Bayesian Dynamical Systems for Motion Template Libraries. In: Advances in neural information processing systems 21, pp. 297 - 304 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)
3.
Conference Paper
A Bayesian Approach to Graph Regression with Relevant Subgraph Selection. In: 2009 SIAM International Conference on Data Mining, pp. 295 - 304 (Eds. Park, H.; Parthasarathy, S.; Liu, H.). SIAM International Conference on Data Mining (SDM 2009), Sparks, NV, USA, April 30, 2009 - May 02, 2009. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2009)
4.
Conference Paper
A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation. In: 2008 Seventh International Conference on Machine Learning and Applications, pp. 3 - 9 (Eds. Wani, A.; Chen, X.-W.; Casasent, D.; Curgan, L.; Hu, T. et al.). 7th International Conference on Machine Learning and Applications, San Diego, CA, USA, December 11, 2008 - December 13, 2008. IEEE, Piscataway, NJ, USA (2008)
5.
Conference Paper
Output Grouping using Dirichlet Mixtures of Linear Gaussian State-Space Models. In: 2007 5th International Symposium on Image and Signal Processing and Analysis, pp. 446 - 451. 5th International Symposium on Image and Signal Processing and Analysis (ISPA 2007), Istanbul, Turkey, September 27, 2007 - September 29, 2007. IEEE, Piscataway, NJ, USA (2007)
Poster (1)
6.
Poster
Variational Bayesian Model Selection in Linear Gaussian State-Space based Models. International Workshop on Flexible Modelling: Smoothing and Robustness (FMSR 2008), Leuven, Belgium (2008)
Report (2)
7.
Report
171). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2008)
Unsupervised Bayesian Time-series Segmentation based on Linear Gaussian State-space Models (Technical Report of the Max Planck Institute for Biological Cybernetics, 8.
Report
161). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2007), 32 pp.
Dirichlet Mixtures of Bayesian Linear Gaussian State-Space Models: a Variational Approach (Technical Report of the Max Planck Institute for Biological Cybernetics,