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TypeName FilesAddedSizeDLs
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks 1 2014-04-28 252.23kB 331+ 0
Entropy Inference and the James-Stein Estimator, with Application to Nonlinear Gene Association Networks 1 2014-04-28 147.29kB 361+ 0
Maximum Entropy Discrimination Markov Networks 1 2014-04-28 593.20kB 311+ 0
Strong Limit Theorems for the Bayesian Scoring Criterion in Bayesian Networks 1 2014-04-28 120.69kB 381+ 0
Incorporating Functional Knowledge in Neural Networks 1 2014-04-28 181.14kB 502+ 0
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis 1 2014-04-28 399.65kB 751+ 0
Asymptotic Model Selection for Naive Bayesian Networks 1 2014-04-28 1.08MB 341+ 0
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs 1 2014-04-28 2.03MB 521+ 0
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood 1 2014-04-28 447.14kB 381+ 0
Exploring Strategies for Training Deep Neural Networks 1 2014-04-28 973.02kB 1342+ 0
Inner Product Spaces for Bayesian Networks 1 2014-04-28 164.61kB 321+ 0
Efficient Structure Learning of Bayesian Networks using Constraints 1 2014-04-28 215.95kB 371+ 0
MinReg: A Scalable Algorithm for Learning Parsimonious Regulatory Networks in Yeast and Mammals 1 2014-04-28 395.93kB 371+ 0
"Ideal Parent" Structure Learning for Continuous Variable Bayesian Networks 1 2014-04-28 663.20kB 411+ 0
Relational Dependency Networks 1 2014-04-28 2.92MB 341+ 0
Learning Module Networks 1 2014-04-28 406.70kB 671+ 0
Learning Hidden Variable Networks: The Information Bottleneck Approach 1 2014-04-28 661.62kB 341+ 0
Python Environment for Bayesian Learning: Inferring the Structure of Bayesian Networks from Knowledge and Data(Machine Learning Open Source Software Paper) 1 2014-04-28 37.22kB 2207+ 0
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods 1 2014-04-28 243.92kB 321+ 0
Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques 1 2014-04-28 878.32kB 601+ 0

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