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NIPS 2006 Workshop
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NIPS 2006 Workshop
Revealing Hidden Elements of Dynamical Systems
Program
| Morning session: 07:30am – 10:30am |
| 07:30am |
Predictive information and optimal biological adaptation,
N. Tishby |
| 08:00am |
Reconstruction Deconstruction: A Brief History of Building Models of Nonlinear Dynamical Systems,
J. Crutchfield |
| 08:30am |
Formulating inference problems for variable-structure dynamical systems,
E. Mjolsness |
| 08:50am |
Active Learning with Hidden Factor Models in Collaborative Prediction and Systems Management,
I. Rish |
| 09:10am |
Coffee break |
| 09:30am |
Reconstructing dynamic regulatory maps,
Z. Bar-Joseph |
| 09:50am |
MDP unfolding through hidden-state extraction,
S. Grunewalder, U. werner, and K. Obermayer |
| 10:10am |
Projecting the Past into the Future: the State Space of Dynamical Systems as an Information Bottleneck,
F. Creutzig |
| Afternoon session: 3:30pm – 6:30pm |
| 3:30pm |
Towards root-cause analysis in compression-based similarity,
E. Yom-Tov, M. Rosen-Zvi, Y. Xu, and J. Wong |
| 3:50pm |
A Bayesian state-space model for genome-wide inference of transcriptional regulation,
G. Sanguinetti, N. Lawrence, and M. Rattray |
| 4:10pm |
Structuring Information Flows through Embodiment,
D. Polani, A. Klyubin, C. Nehaniv, and L. Olsson |
| 4:30pm |
Bayesian surprise in attention and learning,
P. Baldi and L. Itti |
| 5:00pm |
Coffee break |
| 5:10pm |
Panel discussion |
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