TransformerLSR: Attentive joint model of longitudinal data, survival, and recurrent events with concurrent latent structure.
Artif. Intell. Medicine, 2025
MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning.
CoRR, 2024
Model-based Reinforcement Learning for Confounded POMDPs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Policy Gradient Method for Confounded POMDPs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Weibull Racing Survival Analysis with Competing Events, Left Truncation, and Time-Varying Covariates.
J. Mach. Learn. Res., 2023
Continuous-Time Decision Transformer for Healthcare Applications.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes.
CoRR, 2022
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation.
CoRR, 2021
TCGA-assembler 2: software pipeline for retrieval and processing of TCGA/CPTAC data.
Bioinform., 2018
modSaRa: a computationally efficient R package for CNV identification.
Bioinform., 2017
A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves.
CoRR, 2016
A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series.
Proceedings of the 1st Machine Learning in Health Care, 2016
BM-SNP: A Bayesian Model for SNP Calling Using High Throughput Sequencing Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Predicting the lethal phenotype of the knockout mouse by integrating comprehensive genomic data.
Bioinform., 2012
A Bayesian graphical model for integrative analysis of TCGA data.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012
A Bayesian model for SNP discovery based on next-generation sequencing data.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012