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Causal Discovery under Latent Class Confounding
An acyclic causal structure can be described using a directed acyclic graph (DAG) with arrows indicating causation.
The Sparse Hausdorff Moment Problem, with Application to Topic Models
We give an algorithm for identifying a $k$-mixture using samples of $m=2k$ iid binary random variables using a sample of size $\left(1/w_{\min}\right)^2 \cdot\left(1/\zeta\right)^{O(k)}$ and post-sampling runtime of only $O(k^{2+o(1)})$ arithmetic operations.
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