Carl Henrik Ek

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Papers (21)

1. Sample-Efficient Optimisation over the Outputs of Generative Models stat.ML · 2025 · author #11
2. Interpretable Dynamics Models for Data-Efficient Reinforcement Learning cs.LG · 2019 · author #4
3. Invariant Feature Mappings for Generalizing Affordance Understanding Using Regularized Metric Learning cs.RO · 2019 · author #2
4. Gaussian Process Deep Belief Networks: A Smooth Generative Model of Shape with Uncertainty Propagation stat.ML · 2018 · author #3
5. Sequence Alignment with Dirichlet Process Mixtures stat.ML · 2018 · author #3
6. Data Association with Gaussian Processes stat.ML · 2018 · author #4
7. DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures stat.ML · 2018 · author #2
8. Gaussian Process Latent Variable Alignment Learning stat.ML · 2018 · author #2
9. Active Exploration Using Gaussian Random Fields and Gaussian Process Implicit Surfaces cs.RO · 2018 · author #3
10. Nonparametric Inference for Auto-Encoding Variational Bayes stat.ML · 2017 · author #3
11. Bayesian Alignments of Warped Multi-Output Gaussian Processes stat.ML · 2017 · author #4
12. Neural Translation of Musical Style cs.SD · 2017 · author #2
13. Latent Gaussian Process Regression stat.ML · 2017 · author #3
14. Manifold Alignment Determination: finding correspondences across different data views stat.ML · 2017 · author #3
15. Diagnostic Prediction Using Discomfort Drawings with IBTM cs.LG · 2016 · author #3
16. Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model cs.LG · 2016 · author #3
17. Inter-Battery Topic Representation Learning cs.LG · 2016 · author #3
18. Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis stat.ML · 2016 · author #3
19. On a Family of Decomposable Kernels on Sequences cs.LG · 2015 · author #3
20. Persistent Evidence of Local Image Properties in Generic ConvNets cs.CV · 2014 · author #5
21. Factorized Topic Models cs.LG · 2013 · author #2

Mentions

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Frequent Coauthors

• Neill D. F. Campbell 5 shared papers
• Erik Bodin 4 shared papers
• Andreas Damianou 3 shared papers
• Cheng Zhang 3 shared papers
• Clemens Otte 3 shared papers
• Hedvig Kjellstrom 3 shared papers
• Markus Kaiser 3 shared papers
• Thomas Runkler 3 shared papers
• Danica Kragic 2 shared papers
• Ieva Kazlauskaite 2 shared papers
• Iman Malik 2 shared papers
• Neil D. Lawrence 2 shared papers
• Aleksandra Kalisz 1 shared papers
• Alessandro Di Martino 1 shared papers
• Alexandru I. Stere 1 shared papers
• Ali Sharif Razavian 1 shared papers
• Andrea Baisero 1 shared papers
• Andrew R. Lawrence 1 shared papers
• Atsuto Maki 1 shared papers
• Bo C. Bertilson 1 shared papers