Pathwise gradient variance reduction in variational inference via zero-variance control variates
#variational #gradient #estimators
'Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency', by Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum.
http://jmlr.org/papers/v24/21-1392.html
#causal #estimators #estimation
#causal #estimators #estimation
Transfer Learning for High-dimensional Quantile Regression with Statistical Guarantee
#quantile #estimators #estimation
About the Cost of Global Privacy in Density Estimation
#privacy #estimation #estimators
'Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption', by Lihu Xu, Fang Yao, Qiuran Yao, Huiming Zhang.
http://jmlr.org/papers/v24/22-0034.html
#estimators #estimator #estimations
#estimators #estimator #estimations
'Neural Estimation of Statistical Divergences', by Sreejith Sreekumar, Ziv Goldfeld.
http://jmlr.org/papers/v23/21-1212.html
#divergences #estimation #estimators
#divergences #estimation #estimators