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Active Structure Learning of Causal DAGs via Directed Clique Tree., , , , , and . CoRR, (2020)Estimating Information Flow in Deep Neural Networks., , , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 2299-2308. PMLR, (2019)Improving approximate optimal transport distances using quantization., , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 290-300. AUAI Press, (2021)Sliced Mutual Information: A Scalable Measure of Statistical Dependence., and . NeurIPS, page 17567-17578. (2021)Entropic Causal Inference: Identifiability and Finite Sample Results., , , and . NeurIPS, (2020)High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation., , and . CoRR, (2020)k-Variance: A Clustered Notion of Variance., , and . CoRR, (2020)Measuring Generalization with Optimal Transport., , , , and . NeurIPS, page 8294-8306. (2021)Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 20106-20124. PMLR, (2022)Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian Convolutions., , , and . ISIT, page 892-896. IEEE, (2019)