Benjamin M. Marlin

1. Collaborative Filtering and the Missing at Random Assumption
   2012/06/20 by Benjamin M. Marlin, Richard S. Zemel, Marlin, Benjamin +5 · 10 citations
   Computer Science · #Recommender Systems and Techniques #Mobile Crowdsensing and Crowdsourcing #Music and Audio Processing
2. 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
3. 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 · 6 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
4. MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
   2019/02/25 by Steven Cheng-Xian Li, Li, Steven Cheng-Xian, Bo Jiang +3 · 5 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
5. 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 · 6 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
6. Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series
   2021/07/23 by Satya Narayan Shukla, Benjamin M. Marlin, Shukla, Satya Narayan +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
7. Heteroskedastic Geospatial Tracking with Distributed Camera Networks
   2023/06/04 by Colin Samplawski, Shiwei Fang, Samplawski, Colin +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)