Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure
Learning Algorithms

Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms

8 July 2021

Papers citing "Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms"

13 / 13 papers shown

Title
Addressing pitfalls in implicit unobserved confounding synthesis using explicit block hierarchical ancestral sampling Xudong Sun Alex Markham Pratik Misra Carsten Marr CML 123 0 0 12 Mar 2025
Greedy Relaxations of the Sparsest Permutation Algorithm Wai-yin Lam Bryan Andrews Joseph Ramsey 56 44 0 11 Jun 2022
The Dual PC Algorithm and the Role of Gaussianity for Structure Learning of Bayesian Networks Enrico Giudice Jack Kuipers G. Moffa CML 94 5 0 16 Dec 2021
A survey of Bayesian Network structure learning N. K. Kitson Anthony C. Constantinou Zhi-gao Guo Yang Liu Kiattikun Chobtham CML 52 189 0 23 Sep 2021
A new characterization of discrete decomposable models Eliana Duarte Liam Solus AI4CE 24 6 0 12 May 2021
Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions D. Geiger David Heckerman 132 195 0 05 May 2021
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game Alexander G. Reisach C. Seiler S. Weichwald CML 56 141 0 26 Feb 2021
Learning Bayesian Networks from Big Data with Greedy Search: Computational Complexity and Efficient Implementation M. Scutari C. Vitolo A. Tucker 43 99 0 22 Apr 2018
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 102 3,979 0 27 Feb 2013
A Transformational Characterization of Equivalent Bayesian Network Structures D. M. Chickering 228 417 0 20 Feb 2013
Bayesian network learning with cutting planes James Cussens 56 257 0 14 Feb 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 112 464 0 29 Apr 2011
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 155 1,729 0 26 Aug 2009

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