香港中文大学戴奔博士：Significance tests of feature relevance for a black-box learner

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湘潭大学向开南教授：极小生成森林中树的数目

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上海财经大学贺莘副教授:Learning linear non-Gaussian directed acyclic graph: From single to multiple sources

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上海财经大学周帆副教授:Recent advances in Distributional Reinforcement Learning

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上海财经大学邱怡轩教授:A Semi-smooth, Self-shifting, and Singular Newton Method for Sparse Optimal Transport

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上海财经大学冯兴东教授:Deep Over-parameterized Smoothing Quantile Regression

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美国密歇根大学宋学坤教授：Identification of Chang-points in Scalar-on-Function Regression

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加州大学伯克利分校丁鹏副教授：Causal inference in network experiments: regression-based analysis and design-based properties

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华东师范大学唐炎林教授：Distribution-free prediction bands for clustered data with missing responses

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圣路易斯华盛顿大学林楠教授：Sure independence screening for mediation analysis

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清华大学侯琳副教授：Bayesian regression approach for polygenic risk prediction

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中山大学蒋智超教授：An instrumental variable method for point processes

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北京师范大学郭旭教授：Test and Measure for Partial Mean Dependence Based on Machine Learning Methods

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香港理工大学赵兴球教授：Deep Nonparametric Inference for Conditional Hazard Function

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香港理工大学黄坚教授：Conditional Stochastic Interpolation for Generative Learning

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罗格斯大学Cun-Hui Zhang教授： Statistical Inference in High-Dimensional Problems

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中国科学院数学与系统科学研究院张维副研究员：Optimizing treatment allocation in randomized clinical trials by leveraging baseline covariates

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加拿大约克大学吴月华教授：A general latent dimension estimation method for nonstationary processes

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罗格斯大学谢敏革（Min-ge Xie ）教授:Repro Samples Method for Irregular Inference Problems and for Unraveling Machine Learning Blackboxes

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清华大学王天颖助理教授:A unified quantile framework reveals nonlinear heterogeneous transcriptome-wide associations

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