@article{KarSoeBaySma, author = {Karl, Maximilian and S{\"{o}}lch, Maximilian and Bayer, Justin and van der Smagt, Patrick}, title = {Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data}, journal = {arxiv}, year = {2016}, url = {http://arxiv.org/abs/1605.06432}, } @inproceedings{SolBayLudSma2016, author = {S{\"{o}}lch, Maximilian and Bayer, Justin and Ludersdorfer, Marvin and van der Smagt, Patrick}, title = {Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2016}, url = {http://arxiv.org/abs/1602.07109}, }