SamBaTen : Sampling-based Batch Incremental Tensor Decomposition Ekta

@inproceedings{Gujral2018SamBaTenS,
  title={SamBaTen : Sampling-based Batch Incremental Tensor Decomposition Ekta},
  author={Ekta Gujral and Ravdeep Pasricha and Evangelos E. Papalexakis},
  year={2018}
}
Tensor decompositions are invaluable tools in analyzing multimodal datasets. In many real-world scenarios, such datasets are far from being static, to the contrary they tend to grow over time. For instance, in an online social network setting, as we observe new interactions over time, our dataset gets updated in its “time” mode. How can we maintain a valid… CONTINUE READING