Items where Author is "Li, Lexin"

Article

Shi, Chengchun ORCID: 0000-0001-7773-2099, Zhou, Yunzhe and Li, Lexin (2024) Testing directed acyclic graph via structural, supervised and generative adversarial learning. Journal of the American Statistical Association, 119 (547). 1833 - 1846. ISSN 0162-1459

Lan Luo, By, Shi, Chengchun ORCID: 0000-0001-7773-2099, Wang, Jitao, Wu, Zhenke and Li, Lexin (2024) Multivariate dynamic mediation analysis under a reinforcement learning framework. Annals of Statistics. ISSN 0090-5364 (In Press)

Li, Jing Jing, Shi, Chengchun ORCID: 0000-0001-7773-2099, Li, Lexin and Collins, Anne G.E. (2024) Dynamic noise estimation: a generalized method for modeling noise fluctuations in decision-making. Journal of Mathematical Psychology, 119. ISSN 0022-2496

Zhou, Yunzhe, Qi, Zhengling, Shi, Chengchun ORCID: 0000-0001-7773-2099 and Li, Lexin (2023) Optimizing pessimism in dynamic treatment regimes: a Bayesian learning approach. Proceedings of Machine Learning Research, 206. ISSN 1938-7228

Zhou, Yunzhe, Shi, Chengchun ORCID: 0000-0001-7773-2099, Li, Lexin and Yao, Qiwei ORCID: 0000-0003-2065-8486 (2023) Testing for the Markov property in time series via deep conditional generative learning. Journal of the Royal Statistical Society. Series B: Statistical Methodology, 85 (4). 1204 - 1222. ISSN 1369-7412

Li, Lexin, Shi, Chengchun ORCID: 0000-0001-7773-2099, Guo, Tengfei and Jagust, William J. (2022) Sequential pathway inference for multimodal neuroimaging analysis. Stat, 11 (1). ISSN 2049-1573

Shi, Chengchun ORCID: 0000-0001-7773-2099 and Li, Lexin (2022) Testing mediation effects using logic of Boolean matrices. Journal of the American Statistical Association, 117 (540). 2014 - 2027. ISSN 0162-1459

Shi, Chengchun ORCID: 0000-0001-7773-2099, Xu, Tianlin, Bergsma, Wicher ORCID: 0000-0002-2422-2359 and Li, Lexin (2021) Double generative adversarial networks for conditional independence testing. Journal of Machine Learning Research. ISSN 1532-4435

Conference or Workshop Item

Li, Jing-Jing, Shi, Chengchun ORCID: 0000-0001-7773-2099, Li, Lexin and Collins, Anne G.E. (2023) A generalized method for dynamic noise inference in modeling sequential decision-making. In: Cognition in context, 2023-07-26 - 2023-07-29, International Convention Centre Sydney, Sydney, Australia, AUS. (In Press)