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cs.LG2022★ 1 cited
Learning and Testing Latent-Tree Ising Models Efficiently
Davin Choo, Yuval Dagan, Constantinos Daskalakis +1
We provide time- and sample-efficient algorithms for learning and testing latent-tree Ising models, i.e. Ising models that may only be observed at their leaf nodes. On the learning…
cs.LG2022
Verification and search algorithms for causal DAGs
Davin Choo, Kirankumar Shiragur, Arnab Bhattacharyya
We study two problems related to recovering causal graphs from interventional data: (i) , where the task is to check if a purported causal graph is correct,…