Concepedia

Yifei Ma

YM

15

Publications

501

Citations

13

H-Index

2008

Active since

Affiliations

University of California, Santa Barbara(Current)

Carnegie Mellon University

University of Illinois Urbana-Champaign

Nanyang Technological University

DSO National Laboratories

Yifei Ma is an author at University of California, Santa Barbara specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligenceKnowledge DiscoveryInformation RetrievalStochastic OptimizationStatisticsData Mining

Publications per year

2008–2024

15

Publications

15

XGBoost-SHAP-based interpretable diagnostic framework for alzheimer’s disease

Fuliang Yi, Hui Yang, Durong Chen et al. · BMC Medical Informatics and Decision Making · 2023 · 134 citations · Full text

Temporal-Contextual Recommendation in Real-Time

Yifei Ma, Narayanaswamy Balakrishnan, Haibin Lin et al. · 2020 · 69 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling

Tengyang Xie, Yifei Ma, Yu-Xiang Wang · arXiv (Cornell University) · 2019 · 53 citations · Full text

Artificial Intelligence, Markov Decision Process, Engineering +13

Efficient meta-modelling of complex process simulations with time–space-dependent outputs

Tao Chen, Kunn Hadinoto, Wenjin Yan et al. · Computers & Chemical Engineering · 2010 · 40 citations

Engineering, Metamodeling Technique, Process Simulation Model +8

Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling

Tengyang Xie, Yifei Ma, Yu-Xiang Wang · arXiv (Cornell University) · 2019 · 28 citations · Full text

Artificial Intelligence, Stochastic Simulation, Bayesian Decision Theory +14

Rows per page

1–5 of 15