| End-to-End Balancing for Causal Continuous Treatment-Effect Estimation. | 0 | 0.34 | 2022 |
| Debiasing Concept-based Explanations with Causal Analysis | 0 | 0.34 | 2021 |
| Debiasing Concept-based Explanations with Causal Analysis. | 0 | 0.34 | 2021 |
| Exploiting High Dimensionality in Big Data | 0 | 0.34 | 2019 |
| Toward Accounting for Hidden Common Causes When Inferring Cause and Effect from Observational Data | 0 | 0.34 | 2019 |
| Ensembles of Lasso Screening Rules. | 2 | 0.38 | 2018 |
| Dependence and Relevance: A probabilistic view. | 0 | 0.34 | 2016 |
| ConPADE: genome assembly ploidy estimation from next-generation sequencing data. | 2 | 0.58 | 2015 |
| Computational and statistical issues in personalized medicine | 0 | 0.34 | 2015 |
| Literome: PubMed-scale genomic knowledge base in the cloud. | 13 | 0.63 | 2014 |
| Greater power and computational efficiency for kernel-based association testing of sets of genetic variants. | 2 | 0.77 | 2014 |
| Dependency Networks for Collaborative Filtering and Data Visualization | 13 | 5.81 | 2013 |
| A characterization of the dirichlet distribution with application to learning Bayesian networks | 21 | 16.87 | 2013 |
| Inference algorithms for similarity networks | 1 | 0.62 | 2013 |
| Fast learning from sparse data | 5 | 0.84 | 2013 |
| A new look at causal independence | 33 | 4.37 | 2013 |
| A Bayesian approach to learning Bayesian networks with local structure | 128 | 43.73 | 2013 |
| The Myth of Modularity in Rule-Based Systems | 4 | 0.54 | 2013 |
| A decision-based view of causality | 6 | 2.21 | 2013 |
| Efficient approximations for the marginal likelihood of incomplete data given a Bayesian network | 7 | 5.46 | 2013 |
| Learning Gaussian networks | 96 | 26.24 | 2013 |
| The lumière project: Bayesian user modeling for inferring the goals and needs of software users | 247 | 23.27 | 2013 |
| Empirical Analysis of Predictive Algorithms for Collaborative Filtering | 1909 | 183.62 | 2013 |
| Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence (1993) | 0 | 0.34 | 2013 |
| The Compilation of Decision Models | 9 | 1.09 | 2013 |
| The Role of Calculi in Uncertain Inference Systems | 0 | 0.34 | 2013 |
| CFW: a collaborative filtering system using posteriors over weights of evidence | 1 | 0.49 | 2013 |
| Staged mixture modelling and boosting | 0 | 0.34 | 2013 |
| Asymptotic model selection for directed networks with hidden variables | 38 | 16.77 | 2013 |
| Similarity networks for the construction of multiple-faults belief networks | 1 | 0.43 | 2013 |
| A definition and graphical representation for causality | 6 | 3.07 | 2013 |
| Parameter priors for directed acyclic graphical models and the characterization of several probability distributions | 13 | 1.83 | 2013 |
| Learning Mixtures of DAG Models | 29 | 32.34 | 2013 |
| Problem formulation as the reduction of a decision model | 9 | 4.28 | 2013 |
| A Decision Theoretic Approach to Targeted Advertising | 11 | 11.23 | 2013 |
| Models and selection criteria for regression and classification | 22 | 6.25 | 2013 |
| A Bayesian approach to learning causal networks | 49 | 14.30 | 2013 |
| Structure and parameter learning for causal independence and causal interaction models | 11 | 3.13 | 2013 |
| An empirical comparison of three inference methods | 18 | 2.34 | 2013 |
| An Axiomatic Framework for Belief Updates | 6 | 0.85 | 2013 |
| Decision-theoretic troubleshooting: a framework for repair and experiment | 21 | 4.70 | 2013 |
| ARMA time-series modeling with graphical models | 4 | 0.52 | 2012 |
| Inferring novel associations between SNP sets and gene sets in eQTL study using sparse graphical model | 6 | 0.51 | 2012 |
| Joint discovery of haplotype blocks and complex trait associations from SNP sequences | 5 | 0.65 | 2012 |
| Correction for Hidden Confounders in the Genetic Analysis of Gene Expression (Abstract). | 0 | 0.34 | 2011 |
| PhyloDet: a scalable visualization tool for mapping multiple traits to large evolutionary trees. | 3 | 0.39 | 2009 |
| Statistical Resolution Of Ambiguous Hla Typing Data | 0 | 0.34 | 2008 |
| Phylogenetic Dependency Networks: Inferring Patterns Of Ctl Escape And Codon Covariation In Hiv-1 Gag | 6 | 1.17 | 2008 |
| Comparison of Immunogen Designs That Optimize Peptide Coverage: Reply to Fischer et al. | 0 | 0.34 | 2008 |
| Shift-invariant adaptive double threading: learning MHC II-peptide binding. | 5 | 0.49 | 2008 |
