Volume 9, March 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics
May 13-15, 2010, Chia Laguna Resort, Sardinia, Italy
Hei Chan,
Manabu Kuroki:
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs.
73-80
Fabio Corradi:
Mass Fatality Incident Identification based on nuclear DNA evidence.
105-112
Michael Eichler:
Graphical Gaussian modelling of multivariate time series with latent variables.
193-200
Shengbo Guo,
Scott Sanner:
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries.
289-296
Jingu Kim,
Haesun Park:
Fast Active-set-type Algorithms for L1-regularized Linear Regression.
397-404
Mladen Kolar,
Eric P. Xing:
Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: Screening Approach.
413-420
Guy Lever:
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction.
437-444
Jimmy Olsson,
Jonas Ströjby:
Approximation of hidden Markov models by mixtures of experts with application to particle filtering.
573-580
Nic Schraudolph:
Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching.
717-724
Nikolai Slavov:
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks.
757-764