Volume 9, March 2010 Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics
May 13-15, 2010, Chia Laguna Resort, Sardinia, Italy
, Manabu Kuroki
: Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs.
: Mass Fatality Incident Identification based on nuclear DNA evidence.
: Graphical Gaussian modelling of multivariate time series with latent variables.
, Scott Sanner
: Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries.
, Haesun Park
: Fast Active-set-type Algorithms for L1-regularized Linear Regression.
, Eric P. Xing
: Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: Screening Approach.
: Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction.
, Jonas Ströjby
: Approximation of hidden Markov models by mixtures of experts with application to particle filtering.
: Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching.
: Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks.