Marlin, Benjamin M.

1. Multi-Time Attention Networks for Irregularly Sampled Time Series
   2021/01/25 by Shukla, Satya Narayan, Marlin, Benjamin M. · 20 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Learning from Irregularly-Sampled Time Series: A Missing Data\n Perspective
   2020/08/17 by Steven Cheng-Xian Li, Li, Steven Cheng-Xian, Benjamin M. Marlin +1 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
3. Interpolation-Prediction Networks for Irregularly Sampled Time Series
   2019/09/13 by Satya Narayan Shukla, Shukla, Satya Narayan, Benjamin M. Marlin +1 · 6 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
4. A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series
   2020/11/30 by Satya Narayan Shukla, Shukla, Satya Narayan, Benjamin M. Marlin +1 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
5. Modeling Irregularly Sampled Clinical Time Series
   2018/12/03 by Shukla, Satya Narayan, Marlin, Benjamin M. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction
   2020/03/24 by Shukla, Satya Narayan, Marlin, Benjamin M. · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series
   2021/07/23 by Satya Narayan Shukla, Shukla, Satya Narayan, Benjamin M. Marlin +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
8. Heteroskedastic Geospatial Tracking with Distributed Camera Networks
   2023/06/04 by Colin Samplawski, Samplawski, Colin, Shiwei Fang +9 · 1 citation
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Vehicular Ad Hoc Networks (VANETs) #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
9. Enhancing Adaptive Behavioral Interventions with LLM Inference from Participant-Described States
   2025/07/05 by Karine, Karine, Marlin, Benjamin M. · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
10. Combining LLM decision and RL action selection to improve RL policy for adaptive interventions
    2025/01/13 by Karine, Karine, Marlin, Benjamin M. · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)