LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments

17 June 2020

Papers citing "LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments"

6 / 6 papers shown

Title
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 120 47 0 02 Jun 2022
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models Ehsan Mokhtarian Saber Salehkaleybar AmirEmad Ghassami Negar Kiyavash 97 3 0 20 May 2022
Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGs with Applications Marcel Wienöbst Max Bannach Maciej Liskiewicz 61 10 0 05 May 2022
Universal Lower Bound for Learning Causal DAGs with Atomic Interventions Vibhor Porwal P. Srivastava Gaurav Sinha CML 87 2 0 09 Nov 2021
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning Scott Sussex Andreas Krause Caroline Uhler CML 92 20 0 28 May 2021
Active Learning of Causal Structures with Deep Reinforcement Learning Amir Amirinezhad Saber Salehkaleybar Matin Hashemi CML 74 12 0 07 Sep 2020