papers
Publications (8)
stat.ML2017
Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series
Hamid Dadkhahi, Marco F. Duarte, Benjamin Marlin
stat.ML2012
Group Sparse Priors for Covariance Estimation
Benjamin Marlin, Mark Schmidt, Kevin Murphy
cs.LG2019
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
Steven Cheng-Xian Li, Bo Jiang, Benjamin Marlin
cs.IR2012
Active Collaborative Filtering
Craig Boutilier, Richard S. Zemel, Benjamin Marlin
cs.LG2012
Collaborative Filtering and the Missing at Random Assumption
Benjamin Marlin, Richard S. Zemel, Sam Roweis +1
stat.ML2016
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification
Steven Cheng-Xian Li, Benjamin Marlin
stat.ML2016
Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications
Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar +1
cs.LG2012
Asymptotic Efficiency of Deterministic Estimators for Discrete Energy-Based Models: Ratio Matching and Pseudolikelihood
Benjamin Marlin, Nando de Freitas