Denis Larocque

1. Ensemble methods for survival function estimation with time-varying covariates
   2020/05/31 by Weichi Yao, Halina Frydman, Yao, Weichi +5 · 2 citations
   Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
2. Model-based graph reinforcement learning for inductive traffic signal control
   2022/08/01 by François-Xavier Devailly, Devailly, François-Xavier, Denis Larocque +3 · 1 citation
   Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
3. Covariance regression with random forests
   2022/09/16 by Cansu Alakuş, Denis Larocque, Alakus, Cansu +3 · 1 citation
   Computer Science · Mathematics · #Analysis of covariance #Applications (stat.AP) #Artificial intelligence #Bayesian Modeling and Causal Inference #Computer science #Covariance #Covariance matrix #Covariate #Estimation of covariance matrices #FOS: Computer and information sciences #Machine Learning (stat.ML) #Mathematics #Methodology (stat.ME) #Multivariate statistics #Random forest #Statistics
4. Improving the generalizability and robustness of large-scale traffic signal control
   2023/06/02 by Tianyu Shi, François-Xavier Devailly, Shi, Tianyu +5 · 1 citation
   Engineering · Social Sciences · #Artificial intelligence #Computer science #Data mining #FOS: Computer and information sciences #Generalizability theory #Machine Learning (cs.LG) #Machine learning #Quantile #Reinforcement learning #Robustness (evolution) #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization